Hussam Khaliq, engd

sourced_title: QA Operations Manager a.i (via QbD)

firm: Novartis

headline: People Manager | Team Lead | Project Leader | CSV | Validation Lead | Quality Management | Quality Systems | Quality Assurance

about: I am a highly motivated, goal-oriented, and adaptable professional specializing in people management,project management, quality assurance, and validation. With a flexible and open-minded approach, I have successfully led and coordinated project, validation, and quality system teams, consistently delivering results aligned with strategic objectives and regulatory standards.My expertise lies in bridging the technical execution of projects with strategic oversight, ensuring compliance with GMP and FDA regulations while maintaining alignment with overall project planning. In previous roles, I have demonstrated proficiency in team leadership, resource allocation, cross-functional stakeholder coordination, and strategic management of resources and timelines to ensure successful project delivery.I possess strong interpersonal and organizational skills, including stakeholder management, teamwork, time management, problem-solving, and effective communication. Additionally, I have hands-on experience in:1. Developing and implementing various quality management systems (e.g., CAPA, deviation, change control, and risk management).2. Preparing for FDA inspections and ensuring inspection readiness.3. Applying regulatory frameworks such as EU GMP (EudraLex Volume 4), ICH guidelines (Q9 & Q10), 21 CFR Part 211, and ISO 13485.4. Executing equipment qualification and process validation.5. Conducting risk-based computer system validation (CSV) in alignment with GAMP 5 principles.Looking ahead, I aspire to further advance my career as a project, quality, or validation manager. I am seeking a challenging position that will allow me to enhance my professional skills and contribute meaningfully within a dynamic and innovative environment.

position: QA Operations Manager a.i (via QbD)

company: Novartis

evidence_experience: "Leading site QA Ops team, and supporting site to ramp up to five shifts of production."


Jan p. Heck

publicIdentifier: janpheck

firm: BCG Platinion

headline: Managing Director ∞ Practice Area Leader Insurance for BCG Tech & Digital Advantage Central Europe & Nordics

about: I am Managing Director of BCG Platinion with a broad range of experience in strategic IT advisory, especially in the insurance and financial services industry. While working with CxOs of numerous large-scale multi-national, as well as local clients especially in Insurance and financial services industry, I covered a wide-range of technology-related topics including - Digital/IT Strategy - Next Generation Technology Architecture - Future-ready Business/IT Target Operating Model - Sustainable Organization/Governance and Sourcing - Large IT Transformation - Productivity/Efficiency During my career I worked extensively in multiple countries in Europe, Middle East as well as in the US and Australia and served in various BCG internal leadership/management roles including the career development for leadership members, as well as Head of HR & Recruiting.

company: BCG Platinion

end: Present

disposition: DISQUALIFIED

internal_vs_external: external

role_nature: other

band: clear

band_reasons: disqualified

evidence_experience: "While working with CxOs of numerous large-scale multi-national, as well as local clients especially in Insurance and financial services industry, I covered a wide-range of technology-related topics" - and mentions "served in various BCG internal leadership/management roles including the career development for leadership members, as well as Head of HR & Recruiting" which is an out-of-scope HR function, not knowledge/AI/IP-reuse.

resolved_account_name: BCG Platinion

in_612: yes

in_575: yes

suppressed: no


Chris Moutzouris, phd (cand.), scr®

firm: Grant Thornton Greece

headline: Supervisor - ESG Risk Advisory Financial Services at Grant Thornton Greece - PhD Candidate at University of Piraeus

about: I advise banks at the intersection of ESG regulation, risk management and supervisory expectations.At Grant Thornton Greece’s Financial Services practice, my work spans sustainability reporting assurance (CSRD, ESRS, EU Taxonomy – Green Asset Ratio), ESG internal audit including climate & environmental risk integration in the ICAAP, and the regulatory framework for credit and ESG ratings (EU CRA Regulation, ESG Rating Activities Regulation). Previously, at EY’s Financial Services Risk Management practice, I embedded ESG into credit origination, developed ESG obligor assessment methodologies and operationalised Sustainable Finance Frameworks. Earlier experience includes the Athens Exchange Group (now Euronext Athens) and the National Bank of Greece.I am a PhD Candidate at the University of Piraeus (Banking & Financial Management), researching the quantification of greenwashing risk in ESG financial products. My research on ESG fund performance is published in The Journal of Impact & ESG Investing.Areas of focus: sustainable & transition finance · ESG and climate risk (transition & physical) · sustainability-linked loans & bonds (ICMA Principles) · quantitative research & analysis.SCR® (GARP); certified in ISSB/IFRS Sustainability Disclosure Standards and TCFD. MSc in Applied Economics & Finance; BSc in Mathematics. Greek, English, German.

company: Grant Thornton Greece

description: ESG Risk Advisory for the financial services sector, with a focus on banking. Areas of expertise: •Sustainability reporting assurance (CSRD, ESRS, EU Taxonomy – Green Asset Ratio) • ESG internal audit and governance reviews, including the integration of climate & environmental risks into the ICAAP • ESG regulatory advisory and compliance frameworks for financial institutions • Credit and ESG ratings regulatory landscape (EU CRA Regulation, ESG Rating Activities Regulation)

evidence_experience: "ESG Risk Advisory for the financial services sector, with a focus on banking... ESG regulatory advisory and compliance frameworks for financial institutions"

resolved_account_name: Grant Thornton Greece


Saya Iwasaki

publicIdentifier: sayaiwasaki

sourced_title: AI Transformation + Special Projects | People

firm: Notion

headline: Building People 2.0 @ Notion // leading orgs through great evolutions

about: I'm passionate about scaling the power of people. I get particularly excited about solving complex challenges for companies at the intersection of change – whether they're starting out, scaling up, or reinventing themselves. Currently at Notion leading special projects + AI transformation for the global People team. Former Head of People at OpenSea; helped scale DoorDash 20x from hundreds to 15,000 (worked on Global Expansions, M&A, Culture Integration + Programs); and Board Advisor at E-Housing. I've also partnered with Japanese conglomerates on key transformation initiatives at the executive level. Focus areas: 1/ building organizations2/ operational excellence3/ executive + management coaching4/ succession planning & execution 5/ transformation + change management design--Side quests: baking, creating children's storybooks & DJing :)

company: Notion

description: Building the future of organizations. Architecting new ways of working. Enabling AI Transformation on the People Team.

internal_vs_external: internal

band: review

band_reasons: disqualified; company_concern

evidence_experience: "Enabling AI Transformation on the People Team" and About: "building organizations, operational excellence, executive + management coaching, succession planning & execution, transformation + change management design" - all HR/org-transformation focused, not internal knowledge/IP-reuse or AI-on-knowledge-base ownership.

in_612: no

in_575: no

match_method: unresolved


Fiona Bennie

publicIdentifier: fiona-bennie

sourced_title: Partner, Impact & Innovation, Consumer Team

firm: Newton

headline: Partner, Impact & Innovation, Newton // Consumer Goods & Retail

about: I’ve been working in sustainability and innovation for 20 years across futures, strategy, R&D and marketing. I co-lead sustainability for Accenture's global Consumer Goods Industry practice and our work with the World Economic Forum on New Frontiers of Nutrition. My team and I are focused on sustainable innovation, new business models and portfolio reinvention.I work with client teams in Marketing, Sustainability, R&D and Innovation. Our team brings together designers, innovators, anthropologists, creatives and researchers.--------------------------------------------------------Experience across diverse sectors: FMCG; CPG; healthcare; food; food tech; food systems transformation; retail; fashion; creative industries; public sectorClient experience includes: Nestlé; Unilever; Kellogg's; L'Oréal; Sainsbury's; Marks & Spencer; Method; Royal Mail; Pernod Ricard; Burt's Bees; Bupa; Sony; Burberry; Spire Healthcare; C&J Clark International; The Coca-Cola Company; Levi Strauss &Co.; O2; Akzo-Nobel; National Trust; Comic Relief; Macmillan Cancer SupportAreas of expertise: circular economy; food-tech; nutrition; food system; foresight; strategy; innovation; business model innovation; sustainable branding/marketing; using future scenarios for innovation; sustainable innovation; sustainable design; design thinking; design process.

company: Newton

evidence_experience: "I work with client teams in Marketing, Sustainability, R&D and Innovation... Client experience includes: Nestlé; Unilever; Kellogg's..." - purely external client delivery, no internal function ownership described.

resolved_account_name: Newton


Ioulia Kapompasi

sourced_title: Manager | Governace,Risk and Compliance Services

evidence_experience: Manager| Sustainability & Governance Services at Grant Thornton Greece - single role, no description of internal function ownership


Mayara Rangel

sourced_title: Third-Party Risk Management Specialist

firm: MJV Technology & Innovation

headline: TPRM Specialist | Third-Party Cyber Risk | Vendor Risk Management | Cybersecurity Risk | TPRM Governance & Implementation |

about: Especialista em Third-Party Risk Management (TPRM), com experiência na estruturação, implementação e gestão de processos end-to-end de riscos de terceiros, com foco em Third-Party Cyber Risk, Cybersecurity Risk e Vendor Risk Management. Atuo na construção de metodologias, modelos de governança, critérios de classificação e criticidade, Due Diligence, Risk Assessment, Risk Treatment, Remediation e Continuous Monitoring, conectando requisitos de negócio, Segurança da Informação, Tecnologia, Riscos, Compliance, Privacidade e Jurídico. Atualmente, atuo na estruturação e implementação de uma esteira end-to-end de TPRM em ServiceNow, traduzindo requisitos de negócio e risco em workflows, regras de negócio, decision gates, aprovações, controles, rastreabilidade e mecanismos de monitoramento. Possuo experiência prática com BitSight para avaliação de Security Ratings, exposição e postura de segurança de terceiros, além de atuação em Information Security, Vulnerability Management e GRC. Minha formação e certificações complementam a atuação em gestão de riscos e segurança, com ISO/IEC 27005 Lead Risk Manager, NIST RMF Lead Implementer e CIS Controls Lead Implementer, além de certificações em ISO/IEC 27001, Privacy & Data Protection e DPO. Tenho como foco profissional conectar TPRM, Cybersecurity, Risk Management e Governance, transformando requisitos regulatórios e de negócio em processos estruturados, controles aplicáveis e decisões baseadas em risco.

position: Third-Party Risk Management Specialist

company: MJV Technology & Innovation

description: Working on the design and implementation of an end-to-end Third-Party Risk Management (TPRM) framework, integrating third-party risk, cybersecurity, governance, regulatory requirements, and technology. - Designing the TPRM methodology and governance framework, covering third-party intake, classification, criticality assessment, Due Diligence, Risk Assessment, risk treatment, remediation, decision-making, and Continuous Monitoring. - Designing the TPRM workflow in ServiceNow, including workflows,

internal_vs_external: unclear

band_reasons: disqualified; ie_unclear

resolved_account_name: MJV Technology & Innovation


Nalourgo Soro

firm: Cofomo

headline: Business Analyst Consultant-Data Governance | Banking Projects at Desjardins

about: With a strong background in IT business analysis, I specialize in bridging the gap between business needs and technology solutions. Holding a degree in Business Analysis, I have developed expertise in requirement gathering, process optimization, and digital solution integration (CRM, ERP, and SharePoint/Drupal migration). Throughout my career, I have worked on complex IT projects, collaborating with stakeholders to define clear objectives, optimize workflows, and drive digital transformation. My analytical mindset and problem-solving skills allow me to deliver data-driven insights that support strategic decision-making. I am passionate about leveraging technology to improve business efficiency, ensuring seamless communication between technical teams and business users.

company: Cofomo

evidence_experience: "Throughout my career, I have worked on complex IT projects, collaborating with stakeholders to define clear objectives, optimize workflows, and drive digital transformation."

resolved_account_name: COFOMO


Akif Güneş

publicIdentifier: akifgunes

sourced_title: Head of Analytics and AI Solutions

firm: DefineX - Consulting, Technology & Labs

headline: Head of Analytics and AI Solutions

position: Head of Analytics and AI Solutions

company: DefineX - Consulting, Technology & Labs

disposition: WEAK

band_reasons: weak_title2_only; ie_unclear; low_conf

evidence_experience: No About or role description provided beyond the title and company name; cannot determine if this is an internal function or a client-sold practice.


Kaitlyn Schmitt

publicIdentifier: kaitlynschmitt

sourced_title: Research & Knowledge Lead

firm: ScottMadden, Inc.

email_status: ok/good

headline: Research & Knowledge Lead at ScottMadden, Inc. | Connecting People and Ideas Through Strategic, Data-Driven Insights

about: I’m a researcher and connector who helps others make smarter decisions by surfacing the right insights at the right time. I turn scattered information into clear, usable resources and help translate data into action. My work blends curiosity, strategy, and communication. I scope research needs, spot patterns, and create tools and content that colleagues rely on to drive impact. Whether it’s identifying relevant benchmarks, delivering targeted insights, or using AI to work smarter, I focus on empowering others to do their best work. I’m especially interested in how research and knowledge-sharing can scale across organizations to support stronger leadership, strategy, and connection. I’m always looking to learn from others doing insight-driven work. If that’s you, let’s connect.

position: Research & Knowledge Lead

company: ScottMadden, Inc.

description: • Proposed and now leading a qualitative research study on top-performing higher education shared services organizations, driving the project from idea to execution, including stakeholder buy-in, interviews, analysis, and publication • Set annual research priorities in collaboration with practice leaders and fielded 70+ research requests in the first half of 2025 alone, building firmwide trust in research to inform project delivery and business development • Launched key firmwide knowledge-shari

disposition: STRONG

primary_strip: C

evidence_experience: "Launched key firmwide knowledge-sharing tools, including a quarterly newsletter and a curated slide library to increase the accessibility" and "Set annual research priorities in collaboration with practice leaders and fielded 70+ research requests... building firmwide trust in research"

resolved_account_name: ScottMadden, Inc.


Raghavendra Nayak

publicIdentifier: raghavendra-nayak

sourced_title: Director Data and Analytics

firm: Relanto

headline: Leader, Data and Analytics

about: At the forefront of Cisco's emphasis for data landscape modernization, my expertise in Microsoft Azure and Google Cloud Platform has been pivotal in migrating essential metrics and optimizing costs. Our team's strategic resizing and restructuring initiatives resulted in a notable 10% reduction in data domain expenditure, demonstrating our commitment to efficiency and fiscal responsibility. With roles that have consistently leveraged my skills in Azure and GCP, I've led migrations and performance enhancements that not only met but exceeded performance benchmarks. My guidance in employing DBT alongside Bigquery has empowered teams to streamline processes, embodying my mission to deliver top-tier data solutions with a focus on innovation and excellence.

position: Director Data and Analytics

company: Relanto

band_reasons: disqualified; company_concern; builder

evidence_experience: "my expertise in Microsoft Azure and Google Cloud Platform has been pivotal in migrating essential metrics and optimizing costs... resulted in a notable 10% reduction in data domain expenditure"

resolved_account_name: Relanto


Prahlad Nayak

publicIdentifier: prahlad-nayak

sourced_title: Lead AI/ML Engineer

headline: Lead AI/ML Engineer

about: Prahlad Nayak is an AI/ML Engineer based in the San Francisco Bay Area, specializing in building and deploying Machine Learning and Generative AI solutions for enterprise‑scale products. He currently works at Relanto, where he focuses on product‑centric AI systems that improve developer productivity, data quality, and workflow automation across engineering and revenue‑operations teams.Prahlad combines strong software engineering fundamentals with hands‑on experience in AI/ML and Generative AI stack design, helping enterprise teams integrate secure, low‑latency AI agents into their existing workflows. His background includes prior roles as a Generative AI Engineer at Standard Chartered, where he contributed to customer facing AI services and automation pipelines.

position: Lead AI/ML Engineer

band_reasons: disqualified; builder

evidence_experience: "he focuses on product‑centric AI systems that improve developer productivity, data quality, and workflow automation across engineering and revenue‑operations teams" and prior role "Generative AI Engineer at Standard Chartered, where he contributed to customer facing AI services and automation pipelines"


Icy Li

publicIdentifier: icyspli

sourced_title: Data Insights Manager

firm: Albany Beck

headline: Data Analytics & Insight Transformation | Global Banking & Retail | Data Operating Models

about: I help global organisations transform fragmented data landscapes into actionable insights and sustainable analytics frameworks. Senior data and insight professional with 16+ years' experience delivering enterprise-scale analytics change across global banking organisations.My experience spans complex multi-market transformation programmes: bringing together business, technology and regional stakeholders to align on shared analytics strategies and operating models. Much of my work focuses on navigating regulated environments where clarity, governance and cross-border coordination are critical.Alongside leading data transformation, I bring strong hands-on experience in data analytics, including BI, data visualisation and performance reporting. This allows me to bridge strategy and execution, ensuring analytics frameworks are not only well-designed but also practically embedded and adopted. I specialise in translating complex business problems into structured measurement frameworks that support commercial and strategic decision-making at group level, while maintaining alignment across global teams and ensuring transformation moves beyond strategy into sustainable execution.

position: Data Insights Manager

company: Albany Beck

evidence_experience: "Currently embedded with a Lloyd's Market insurer through Albany Beck – Driving the Data Insights capability to modernise MI and enable self-service analytics across the business."

resolved_account_name: Albany Beck


Jack Mysyk

publicIdentifier: jackmysyk

sourced_title: Manager - Data & Analytics

firm: Decision Inc. UK

headline: Manager - Data & Analytics | Decision Inc. UK

about: With over 5 years experience in BI, I specialise in delivering solutions that emphasise output and autonomy across various industries. I'm committed to designing solutions that prioritise ease of maintenance, ensuring that systems remain relevant over time while minimising technical debt.Passionate about continuous learning, I hold certifications in Microsoft Fabric, Power BI and Tableau. I have effectively delivered training sessions and key feature update workshops, empowering clients to fully utilise the potential of data-driven decision-making.Currently I am expanding my knowledge in AI Enablement and Data Engineering technical skillset to leverage the latest advancements in the Business Intelligence space.

position: Manager - Data & Analytics

company: Decision Inc. UK

evidence_experience: "I have effectively delivered training sessions and key feature update workshops, empowering clients to fully utilise the potential of data-driven decision-making."

resolved_account_name: Decision Inc. UK


Srikanth V.

publicIdentifier: srikanthvavilla

sourced_title: Head of Data Science

firm: Primus Partners Pvt Ltd

headline: Building AI-Native Intelligence Platforms at Primus Partners | AI, Data & Product Leader | Former CTO @ ZATO & GAIT | Ex-Infosys

about: I help enterprises transform data, technology, and domain expertise into AI-powered products, platforms, and business outcomes.At Primus Partners, I am leading the development of an AI-Native Intelligence Platform that enables enterprises and government organizations to build intelligent applications, automate decision-making, and unlock value from their data ecosystems.Over the last decade, I have built and scaled deep-tech businesses across AI, cybersecurity, climate tech, fintech, digital forensics, and enterprise SaaS. My experience spans the full journey—from product strategy and platform architecture to team building, commercialization, and business growth.Key outcomes delivered include:• Scaling technology teams from 0 to 65+ professionals• Reducing operational processing times by up to 90% through automation and AI• Driving 2x year-on-year revenue growth• Securing SGD 1M+ in innovation and technology funding• Launching AI-powered products across compliance, healthcare, carbon intelligence, cybersecurity, and financial servicesMy core expertise includes Generative AI, Agentic AI, Retrieval-Augmented Generation (RAG), Enterprise Data Platforms, Cybersecurity, Digital Forensics, IoT, and SaaS product development.Beyond technology, I am passionate about building high-performing teams, creating scalable products, and helping organizations move from experimentation to enterprise-scale AI adoption. I believe the next wave of transformation will come from organizations that can turn their knowledge, data, and expertise into intelligent systems that continuously create value.I am particularly interested in conversations around AI-native enterprises, digital transformation, enterprise intelligence platforms, GovTech innovation, and the future of intelligent products.

position: Head of Data Science

company: Primus Partners Pvt Ltd

evidence_experience: "I am leading the development of an AI-Native Intelligence Platform that enables enterprises and government organizations to build intelligent applications, automate decision-making, and unlock value from their data ecosystems."

resolved_account_name: Primus Partners Pvt Ltd


Lea-theresa Münch

sourced_title: Principal

firm: Infront Consulting & Management GmbH

headline: Managing Consultant @ Infront Consulting & Management GmbH | Expert for Digital Innovation Units

position: Principal

company: Infront Consulting & Management GmbH

evidence_experience: Principal @ Infront Consulting & Management GmbH (04/2025 - Present) - no description of scope or duties provided

resolved_account_name: Infront Consulting & Management GmbH


Pankaj Kharwal

publicIdentifier: pankajkharwal

sourced_title: Senior Vice President, Business Intelligence

firm: TresVista

headline: SVP - Business Intelligence | Data Engineering | Data Science | AI | Tech Transformation of Large-Scale Data & AI Platforms

about: - Over 19 years of experience in designing and developing scalable Data and AI solutions. - Deeply passionate about driving business transformations. Proven track record of leading teams in Data and AI - Discipline to deliver complex and mission-critical projects across insurance, retail and banking domains. - Strong inclination towards thought leadership and fostering collaborative environments that achieve significant business outcomes.

company: TresVista

band_reasons: disqualified; ie_unclear; low_conf; company_concern; builder

resolved_account_name: TresVista


Saaya Kumar

publicIdentifier: saayakumar

firm: Clearsulting

headline: Clearsulting | Digital Compliance and ESG Senior Analyst

company: Clearsulting

evidence_experience: Senior Analyst - Digital Compliance and ESG @ Clearsulting (08/2026 - Present) - no description of internal knowledge/AI ownership provided.

resolved_account_name: Clearsulting


Dr. mario V.

publicIdentifier: dr-mario-veruete

sourced_title: AI Scientist | Head of R&D — Le Lab @ Coruscant | IP Director

firm: WILLING

headline: Mathematician and Computer Scientist. Artificial Intelligence, Quantum Computing, Optimal Control and Systems Dynamics

company: WILLING

disposition: UNQUALIFIED

band_reasons: technical_builder_no_ownership; ie_unclear; low_conf; company_concern; builder

evidence_experience: Only the single stale/compound title is given with no narrative About or Experience description explaining actual duties, ownership, or internal vs client focus.

resolved_account_name: WILLING


Zemina M.

sourced_title: Team Leader, Data & Settlement Services

firm: Trio

headline: Team Leader, Data & Settlement Services at Trio

position: Team Leader, Data & Settlement Services

company: Trio

band_reasons: disqualified; ie_unclear; low_conf; company_concern

evidence_experience: No additional detail beyond the single role listing "Team Leader, Data & Settlement Services @ Trio (03/2024 - Present)"

resolved_account_name: Trio


Hugo Herrera

sourced_title: Director Business Analytics & Advanced Analytics Innovation Center

firm: Sintec

headline: Director AI / Advanced Analytics

about: With over 15 years of experience in analytics and more than 4 years in advanced data science, I contribute to transforming complex data into actionable insights. At Sintec, I lead the Business Analytics & Advanced Analytics Innovation Center, focusing on developing advanced models and enabling data-driven decision-making to enhance operational efficiency and profitability.Committed to fostering innovation, I guide teams in creating and implementing cutting-edge analytics solutions tailored to client needs. My expertise in advanced analytics and data science, combined with my certification as a Project Management Professional (PMP), ensures the delivery of impactful and efficient solutions for business transformation.

company: Sintec

evidence_experience: "I guide teams in creating and implementing cutting-edge analytics solutions tailored to client needs."

resolved_account_name: Sintec


Samuel Fasanu, mba, cisa

publicIdentifier: samuel-fasanu

sourced_title: Founder & AI Solutions Architect

firm: Samchel AI

headline: Founder & AI Solutions Architect @ Samchel AI | Cybersecurity GRC & AI Governance Specialist @ ECG | Enterprise Risk, Compliance & AI Policy

about: I specialize in cybersecurity governance, risk, and compliance (GRC) with a focus on operationalizing AI governance in regulated environments. My experience spans Consulting, financial services and public sector organizations, where I translate frameworks into practical controls, processes, and audit-ready implementations. With certification as an ISO/IEC 42001 Lead Auditor, I support organizations in managing AI risks across the lifecycle—from data and model development to deployment and monitoring—while aligning with enterprise security, privacy, and regulatory requirements. I bring a hands-on approach to governance, including risk assessments, control design, process walkthroughs, and remediation tracking, ensuring governance is embedded into day-to-day operations rather than existing only on paper. Core focus areas: • AI Governance & Risk Management • Cybersecurity GRC & Control Frameworks • Audit Readiness & Compliance (ISO, NIST) • Identity & Access Governance • Third-Party & Technology Risk📩 Open to opportunities in Cybersecurity GRC, AI Governance, and Technology Risk Management.

position: Founder & AI Solutions Architect

company: Samchel AI

description: At Samchel AI, we help businesses automate, convert, and grow. As Founder, I partner with forward-thinking executives to eliminate operational friction and unlock exponential revenue growth through tailored, ethical AI solutions. How I Help Our Clients Succeed: • Operations Streamlining: Conduct comprehensive AI Business Audits to diagnose inefficiencies and map out high-ROI automation paths. • Process Optimization: Build bespoke workflow automation that frees internal teams from repetitive task

evidence_experience: "As Founder, I partner with forward-thinking executives to eliminate operational friction and unlock exponential revenue growth through tailored, ethical AI solutions" and "My experience spans Consulting, financial services and public sector organizations, where I translate frameworks into practical controls, processes, and audit-ready implementations."


Jens Baudy

publicIdentifier: jensbaudy

sourced_title: Research Associate

headline: PhD Candidate @TU Darmstadt | Platinion AI Tech Consultant @BCG (on leave)

position: Research Associate

evidence_experience: Only listed role is "Research Associate @ Information Systems and Electronic Services (ISE) | TU Darmstadt (05/2026 - Present)" - no description of internal knowledge/AI ownership, and BCG Platinion role has no detail beyond headline mention.


Leandro Mineti

publicIdentifier: leandromineti

sourced_title: Data & AI Director

firm: Falconi

headline: Data & AI Director | Partner | Falconi | Turning data into results

about: I am a versatile professional with a background in data science who has transitioned into a leadership role in the technology sector. My passion lies in developing scalable systems that empower data-driven decision-making. I excel in building and leading high-performing teams that leverage data and artificial intelligence to drive business results.

position: Data & AI Director

company: Falconi

description: • Lead a team of 60+ data professionals on different squads across the company. • Develop the company's technology portfolio, integrating AI offers with management solutions. • Integrate business and AI teams by merging technology concepts and tools into the company's management tradition. • Assess and restructure teams and areas where data and AI professionals are deployed.

primary_strip: B

evidence_experience: "Lead a team of 60+ data professionals on different squads across the company... Develop the company's technology portfolio, integrating AI offers with management solutions... Integrate business and AI teams by merging technology concepts and tools into the company's management tradition."

resolved_account_name: Falconi


Emely R.

publicIdentifier: emely-rl

sourced_title: Financial Strategy & AI Project Manager

firm: Nfq Advisory, Solutions, Outsourcing

headline: statistical consultant

about: Professional in Statistics with a master’s degree in the analysis and modelling of large volumes and modelling of big data and 8 years of specialised experience as a data scientist, focused on improving the decision making of entities (Banking and Telecommunications) from different geographies, by means of data based through data-driven solutions, usability of predictive models under different AI algorithms and its management measured in the optimisation of business KPIs. I have a wide mastery of several programming languages (Python, PySpark, R, SAS, SPSS), I am characterized by proactivity, commitment, the contribution of ideas, continuous improvements and the practice of agile methodologies for agile methodologies for the monitoring of projects with multidisciplinary teams to achieve both short and long term goals. I am committed to continuous learning and innovation, and and innovation, and look forward to applying my skills and experience to successfully drive future challenges in the future challenges in the field of analytics and data science, and I am passionate about planning use cases from business needs, as well as the opportunity to build teams, which ensure the professional growth of those who make up the team.

position: Financial Strategy & AI Project Manager

company: Nfq Advisory, Solutions, Outsourcing

description: -Planteamiento y desarrollo de POCs partir de la combinación de modelos de ML y uso de IAG generativa para el entendimiento de los procedimientos metodológicos, documentos que involucren la utilización de NLP, LLM y OCR -Assessment del proceso de contact center del área de Consumer Finance de BBVA con el fin de generar estrategias de mejora a nivel de negocio y técnico a partir de implementación de IA en ciertos procesos que requieren automatización y optimización de los mismos. -Soporte en el d

evidence_experience: "Assessment del proceso de contact center del área de Consumer Finance de BBVA con el fin de generar estrategias de mejora a nivel de negocio y técnico a partir de implementación de IA" - client-facing AI implementation work for BBVA, not internal firm knowledge ownership.

resolved_account_name: Nfq Advisory, Solutions, Outsourcing


Tascha Terblanche (she/her)

publicIdentifier: taschaterblanche

sourced_title: Head of Business Transformation

firm: Genesis Analytics

headline: Head of Business Transformation | Genesis Analytics

about: I am an economist and currently the Head of Learning and Development at Genesis Analytics, one of Africa’s largest economics-based advisory firms doing impactful economic development work on the continent. After more than a decade in consulting and finance, I've pivoted into learning and development. As lofty as it might sound, the opportunity to give back and potentially shape the personal and professional growth of those around me is an absolute privilege. Previously, I was a Principal leading work on inclusive finance for women and MSMEs at Genesis where I also led the firm's operations in Francophone Africa from Cote d'Ivoire. I also lead the firm's Gender Committee which ensures that a gender lens is applied to all the work we do. I have worked with a number of donor/development finance institutions including the World Bank, CGAP, the IFC, the African Development Bank and the Gates Foundation. In the private sector, I have worked for banks, micro-finance institutions, insurance companies and asset managers and in the public sector, for Central Banks. My countries of work experience are: Côte d’Ivoire, DRC, Nigeria, Ghana, Senegal, Morocco, Egypt, Kenya, Uganda, Tanzania, Zimbabwe, Botswana, Namibia , Swaziland, Lesotho and South Africa.

position: Head of Business Transformation

company: Genesis Analytics

description: Leading Genesis 3.0 - a firm-wide transformation to reimagine how we work, deliver value, and stay competitive in an AI-enabled world. I head a cross-functional team driving the integration of AI, automation, and redesigned workflows across both consulting practices and group services. Our goal is to make Genesis more agile, efficient, and future-ready, while deepening our human edge in the impact we create.

evidence_experience: "Leading Genesis 3.0 - a firm-wide transformation to reimagine how we work, deliver value, and stay competitive in an AI-enabled world. I head a cross-functional team driving the integration of AI, automation, and redesigned workflows across both consulting practices and group services."

resolved_account_name: Genesis Analytics


Shan Newton

publicIdentifier: shannewton

sourced_title: Data Engineer Lead

firm: RedCloud Consulting

headline: Data Engineer Lead for Google at RedCloud Consulting

about: Currently modernizing legacy data ecosystems for Google, as a data developer lead at RedCloud Consulting (Staff Aug / XWF). Building tools, solutions, data pipelines, and dashboards with hundreds to thousands of end-users per month. Upskilling on Tableflow architecture (Kafka > Beam > Iceberg) and working through the Apache Beam 2.68 documentation and the BQ BigLake Iceberg approach. Formerly at Forbes - The "face of data" for a working group of 50+ colleagues and a multi-million dollar revenue stream. - Use GCP, BigQuery, Dataform (DBT), BQML, LookML, and Looker on a daily basis. - Cloud Scheduler for batch pipelines and troubleshooting Airflow DAGs. - Compose new SQL, improve existing SQL, and revamp the data architecture for improved backend performance, lower cost, and improved business-facing insights. - Collaborate and provide reports to leadership with data narratives & analysis interpretations. - Facilitate projects and data-driven discussions with real-time analysis (screensharing and data exploration / answer-finding during meetings). Formerly at Pixelz (global operation on 4 continents) - Head of Business Intelligence, SQL & data warehousing, high-value reporting for KPIs & management. - Managed a team of 3 data scientists. - Reported directly to C-level team in a company of 400+ employees. - Managed the data warehouse and B.I. reporting tools (I have built over 1000 automated reports). Ask any question, I will get the answer. - Supported the Marketing team with insights in Google Analytics, SEO Keyword Research, technical SEO optimization, & more. - Delivered IT solutions to foundational SaaS algorithms which reduced late deliveries by over 50%. - Delivered algorithm formulas to identify assembly line bottlenecks, & recommended an adjustment to an algorithm

position: Data Engineer Lead

company: RedCloud Consulting

description: - Supporting Google as a full-time External Workforce engineer. - Supporting the data ecosystem for Google Data Centers, particularly around Compliance, Strategy, and Risk Management. - Expertise in Google Cloud Platform, BigQuery, Dataform, BQML, Vertex AI, Looker. - Expertise in internal Google systems (Plx, DataNexus, Cider-V, Piper, CLs, etc). - Migrating legacy systems to modern tech stacks and improved technical standards. - Modernizing data pipelines and dashboards with improved infrastru

evidence_experience: "Supporting Google as a full-time External Workforce engineer... Supporting the data ecosystem for Google Data Centers, particularly around Compliance, Strategy, and Risk Management."

resolved_account_name: RedCloud Consulting


Jaime Silvestre menéndez

sourced_title: AI Tech Consultant

firm: BCG Platinion

headline: BCG | IT Strategy | Data & AI Strategy | Data Management | Data Governance | CDMP |

about: Throughout my professional career I have been working with many industry leading clients, both at national and international level, helping them developing their data strategies, especially in terms of Data Governance. Additionally to my consulting experience, I have Business Analyst background that confers me the skills and experience to identify and understand complex situations the different companies may face, to develop tailor made solutions for business processes improvement

position: AI Tech Consultant

company: BCG Platinion

evidence_experience: "Throughout my professional career I have been working with many industry leading clients... helping them developing their data strategies, especially in terms of Data Governance."

resolved_account_name: BCG Platinion


Pirathayini Kandeepan

headline: IT Consultant @ BCG Platinion

description: Pharma R&D Tech I Data & AI

evidence_experience: Pharma R&D Tech I Data & AI


Euclides G.

publicIdentifier: euclidesmfgomes

sourced_title: Senior AI Product Owner

firm: Winning

headline: Senior AI Product Owner @ Winning | AI Product Manager | Rapid Prototyping · Agentic AI · LLMs · RAG · MCP · AI Evals · Prompt Engineering · GenAI · NLP | DevOps · CI/CD · Full SDLC

about: AI Product Manager and Product Owner with 20+ years in technology, specializing in Generative AI, LLMs, Agentic AI, and RAG. Currently Senior AI Product Owner at Winning (Alan Allman Associates), driving the group's internal AI platform, and at Lusio I shipped several AI products from zero to production.In the past few years, I led the full product lifecycle for AI solutions that deliver real business results. One example: a multi-tenant chatbot platform with Retrieval-Augmented Generation that cut customer response time from hours to seconds across 5 channels, and became a new SaaS revenue line.My sweet spot is rapid prototyping: taking an ambiguous business problem, building a working AI prototype myself in days, and then working with engineering and design to turn it into a product, iterating based on real data.What I do best:→ Product Management and Roadmap Strategy for AI-powered applications→ Rapid prototyping: from idea to a working AI product prototype, hands-on→ Building with LLMs, Agentic AI (agents, tool calling, MCP), RAG, and Prompt Engineering→ AI model evaluation, AI governance, and cost control for enterprise AI→ Cross-functional collaboration with engineering, design, and data science teams→ Stakeholder management from operational teams to C-suiteMy career spans startups and large organizations, across Portugal and Brazil, in Portuguese and English. Always looking for the next product challenge where AI meets real user needs.Core skills: AI Product Management, Product Roadmap, Generative AI (GenAI), Large Language Models (LLMs), Agentic AI, AI Agents, Tool Calling, MCP (Model Context Protocol), Retrieval-Augmented Generation (RAG), Natural Language Processing (NLP), Prompt Engineering, Rapid Prototyping, AI Evaluation (Evals), AI Governance, DevOps, CI/

position: Senior AI Product Owner

company: Winning

disposition: QUALIFIED

evidence_experience: "Senior AI Product Owner of the internal AI platform of the Alan Allman Associates group. I drive the product from strategy to delivery: roadmap and backlog, requirements, stakeholder alignment across the group's companies, foundation model evaluation, AI governance and cost control, and secure integration with enterprise systems."

resolved_account_name: Winning


Giulia Tagliaferri, phd

publicIdentifier: giulia-tagliaferri

sourced_title: Head of Behavioural Science for Public Affairs UK

firm: Ipsos

headline: Beh Sci | AI | Evaluation

about: Proven leader of multidisciplinary teams—including economists, data scientists, behavioural scientists, and qualitative researchers—committed to understanding human behaviour and translating insights into impactful solutions, with a particular focus on how people engage with systems, incentives, and programmes.

company: Ipsos


David Lane

publicIdentifier: davidlanetransformation

sourced_title: Senior Principal Consultant & Tech/AI Lead

headline: Q5: Tech & AI | Transformation | Org Design

evidence_experience: No About section or detailed experience description provided beyond the single role title and dates; cannot assess whether this person owns an internal knowledge/AI function or sells AI/transformation services to clients.


Cem Bulut, phd

publicIdentifier: cem-bulut

sourced_title: Senior Software & AI Engineer

firm: DefineX

headline: Software & AI Engineer | Asst. Prof. Dr.

position: Senior Software & AI Engineer

company: DefineX

band_reasons: technical_builder_no_ownership; ie_unclear; low_conf; builder

evidence_experience: Only role listed is "Senior Software & AI Engineer @ DefineX (02/2026 - Present)" with no further description of duties or scope.

resolved_account_name: DefineX


Dhiren Govender

publicIdentifier: dhirengovender

sourced_title: Compliance and Business Integrity Manager

headline: Compliance, Business Integrity, Corporate Governance

about: I hold Bachelor degrees in Social Science, Commerce (Law), and Law. My passion of governance and compliance is tempered by my human-centred approached to sustainable problem solving. Over the last 10 years I have lead and grown various teams and organisations in the for-proﬁt and non-profit spaces across Southern Africa, Asia, Europe, and the Middle East. My experiences include working in corporate environments as well as in organisations with both commercial and social entrepreneurial stances. I have practical experience in operational research and execution, growth-hacking, risk mitigation and management. My professional aspirations lie in leveraging technological, digital, and social solutions to drive business and societal imperatives in a sustainable manner. I am a passionate, driven individual in search of self-development that can be leveraged for impact creation at a large scale.

evidence_experience: "I have practical experience in operational research and execution, growth-hacking, risk mitigation and management" - compliance/governance focus, not internal knowledge/AI function ownership


Tri dung, Tran

publicIdentifier: vebimo

sourced_title: Program Manager in Ha Noi region

firm: Swiss EP - Swiss Entrepreneurship Program

headline: Program Manager in Ha Noi Region, The Swiss Entrepreneurship Program at Civitta-JE Austin

about: Interest: Entrepreneurship, Innovation, Business Culture, Corporate Finance, Equity Investment, Buddhism & Judaism.Expertise: (i) Corporate innovation capacity building; (ii) Entrepreneurship ecosystem development; (iii) Business Modeling; (iv) Financial planning & arrangement; and (v) Storytelling on entrepreneurship & innovation.Value: Faith * Integrity * Intelligence

position: Program Manager in Ha Noi region


Claudio Bosco

publicIdentifier: cbosco

sourced_title: Data Architect

firm: Arsenalia

headline: Data Architetct & Project Manager | Lifelong Learner | Scout Leader

about: I enjoy applying my knowledge and skills to solve new and challenging problems. My work experiences made me pretty versatile, and allowed me to develop knowledge in the technical, business and lately management fields. One common denominator linked all my work experiences though: data. I find data management and integration a fascinating field that's becoming more critical for every organization. I want to apply, share and enhance my skills, soft and hard, in a collaborative and stimulating environment. I’m curious and always looking for the next thing to learn. I extensively use online learning and MOOC sites like Coursera and edX. I’m currently taking Spanish lessons online with an Argentine teacher y lo estoy disfrutando mucho! I think that traveling it’s a great way to understand our world and the people we travel with. That’s why my wife and I love traveling, and cannot wait to resume exploring with our newborn daughter! While at home I love reading, playing video games, walking in the countryside, and playing with our two cats. I've been a scout leader (AGESCI) since 2006, currently acting in a support role to other leaders. I strongly believe in giving back to the community and in fulfilling a role that goes far beyond the work environment. Like a wise man once said, “the real way to get happiness is by giving out happiness to other people. Try and leave this world a little better than you found.”

position: Data Architect

company: Arsenalia

band_reasons: disqualified; ie_unclear; low_conf; builder

evidence_experience: Data Architect @ Arsenalia (01/2026 - Present) - no further detail provided

resolved_account_name: Arsenalia


Antonis Leonidou

sourced_title: Business Development Manager, Technology Intelligence & Performance

firm: Grant Thornton Greece

headline: Business Development Manager, Technology @ Grant Thornton Greece

about: Senior Executive focused on making a strategic difference leveraging information and technology. Working closely with business partners, consistently seek to understand the capabilities they are looking to create or enhance and how high-quality, integrated information and technology can effectively assist in achieving revenue generation and operational efficiency.

company: Grant Thornton Greece

evidence_experience: "Working closely with business partners, consistently seek to understand the capabilities they are looking to create or enhance and how high-quality, integrated information and technology can effectively assist in achieving revenue generation and operational efficiency."

resolved_account_name: Grant Thornton Greece


Catherine Legrand

sourced_title: Head of Quality, Risk & Compliance

firm: Avertim

headline: Head of Quality, Risk & Compliance Life Sciences at Avertim

position: Head of Quality, Risk & Compliance

company: Avertim

band_reasons: disqualified; ie_unclear; low_conf

evidence_experience: No further detail provided beyond title and dates.

resolved_account_name: Avertim


José Sanchez

publicIdentifier: jlsanchezr

sourced_title: Lead AI Tech Architect

headline: Lead AI Tech Architect @BCG

position: Lead AI Tech Architect

evidence_experience: Lead AI Tech Architect @ BCG Platinion (06/2026 - Present)


Lisa Puckett smith

publicIdentifier: lisa-puckett-smith

sourced_title: Human Capital Manager

firm: DLC

headline: Human Capital Manager

about: Experienced Operations Manager, Learning and Development Manager with a demonstrated history of working in the Entertainment industry, and Financial Services. Skilled in Learning Engagement and Retention of Employees, Employee Onboarding and Training, Corporate Gifting Initiatives, Special Event Planning, and Vendor Negotiations. Skilled in Salesforce, Open Air, Cornerstone, and NetSuite. Strong professional with a bachelor’s degree focused on Communication and Media Studies.

position: Human Capital Manager

company: DLC

evidence_experience: "Skilled in Learning Engagement and Retention of Employees, Employee Onboarding and Training, Corporate Gifting Initiatives, Special Event Planning, and Vendor Negotiations."


Hardik Anand

sourced_title: Business Development Manager - Open Innovation and Tech Scouting

firm: IMARC Services Private Limited

headline: Open to connecting with people navigating messy, meaningful technology problems, especially those who believe the best solutions often come from the outside. CIPP/E

company: IMARC Services Private Limited

evidence_experience: Only role listed is BD Manager for Open Innovation and Tech Scouting, which is an outward-facing sourcing/BD function, not ownership of an internal knowledge/AI function.

resolved_account_name: IMARC Services Private Limited


Dr. fabian Ziegler

publicIdentifier: dr-fabian-ziegler

sourced_title: Principal Business Consultant

firm: INVENSITY

headline: Head of System and Process Automation - Efficient Development with Clever Automation

about: ======#1 WHO I AM Every single person has so many infinite facets, even this listing is just a small part of "me": Senior Consultant, team leader & PhD physicist | product manager of some SW tools in the field of automation | key account manager photonics & metrology | mentor & leadership coach | father of two great kids | system architect of various sensor systems | author of two science papers | head of a department with 15- 20 great consultants | singer and bass player of several ska & rock bands | trainer for MBSE and SysML | author of two petitions in the Bavarian parliament | composer and developer of a vector-based notation system for alternative sound systems | passionate mountain hiker | ex-improtheater player | tinkerer and hobby gardener... ======#2 WHAT DO I DO (PROFESSIONALLY) 1. My team and I build SW-based solutions so that your team can work faster, leaner and more efficiently and (hopefully) have more fun doing it! 2. we restructure and complement existing algorithms and SW solutions and adapt them individually to your requirements. 3. we develop and establish processes together with you that work - even down to the smallest details and we can also be deeply technical. 4.We do a bit more, but I've been told to focus... =====#3 WHY? My dream is that we can all work less and more efficiently. As much as I enjoy my work, there is so incredibly much to discover in this world in this lifetime that we would either have to live to be 500 years old, or just work under 40h to even begin to perceive what this planet has in store for us. A few companies in the Valley are already working on the aging thing (and it's not entirely trivial), so I'd rather focus on the second: Let's a) increase our productivity with clever software and process solutions and b) create a

position: Principal Business Consultant

company: INVENSITY

description: Teamlead [direct for >20 Consultants] Technical Sales & Key-Account Manager [>3m€/a] Multiproject-Manager [Responsible for ~10-25 projects] Business Developer (everything related to physics and deep tec) Consultant for Enterprise Change (processes, KPIs, workflows, structures) Solution Architect for IT solutions

evidence_experience: "Technical Sales & Key-Account Manager [>3m€/a]... Consultant for Enterprise Change (processes, KPIs, workflows, structures) Solution Architect for IT solutions" - all client-facing consulting/sales work, no internal knowledge/AI ownership at own firm.

resolved_account_name: INVENSITY


Ciro Moreira

publicIdentifier: ciro-moreira-neto

sourced_title: Data Engineer | Data Architect | Data Analytics @ Visagio

firm: Visagio

headline: Data Engineer | Data Governance | Data Analytics @ Visagio

about: Work experiences with Data Engineering, Data Governance and Data Analytics: - Work experience with data analysis using Python (Pandas library) - Work experience with data transformation and distributed computing engine (Spark) - Work experience with ETL (Databricks and Data Factory in Microsoft Azure) - Work experience with cloud data pipeline implementations (GCP, Azure and AWS) - Work experience with integrations development with API's (Postman, Digibee and Logic Apps) - Work experience with data visualizations (Power BI and Looker Studio) - Work experience with data modeling (Star and Snowflake schema) - Work experience with Excel sheets (Advanced Formulas, Macros and VBA) - Experiences with project management in agile teams - Experiences in project using English in daily scenarios and constant communication with business teams within the client - Solid knowledge with Microsoft Office suite in general (Excel, PowerPoint and Word) - Solid knowledge in programming and DBM languages (Python and SQL) - Bachelor in Industrial Engineering Data Engineer at Visagio, with experience across different industries such as logistics and digital advertising, I focus on designing and maintaining data architectures that optimize business processes. Experienced in cloud platforms, automation, and scalable data pipelines. Let’s connect to discuss data engineering trends and collaboration opportunities!

company: Visagio

description: Participated in multidisciplinary squads at Visagio, partnering with Brazilian and international market leaders to tackle their data architecture, data automation and engineering challenges across diverse industries and scales. Faced complex scenarios involving unstructured data from multiple sources, need for third-party data source integrations, data quality issues, and the need to optimize storage costs while ensuring data accessibility. Architected and implemented data solutions leveraging i

evidence_experience: "partnering with Brazilian and international market leaders to tackle their data architecture, data automation and engineering challenges across diverse industries and scales"

resolved_account_name: Visagio


Shannon Isaacs

publicIdentifier: shannon-isaacs

sourced_title: Data, Analytics & AI Consultant

firm: Thought Logic Consulting

headline: Data, Analytics & AI Consultant @ Thought Logic | MS Analytics @ Georgia Tech ’23

about: Hi, I’m Shannon Isaacs. I am a passionate Analytics/Data Science Professional with 3+ years of analytics experience and 4+ years of leadership experience. In December of 2023, I graduated from the Georgia Institute of Technology with a Masters degree in Computational Data Analytics, focusing on business and computational analytics. - 𝐂𝐎𝐑𝐄 𝐂𝐎𝐌𝐏𝐄𝐓𝐄𝐍𝐂𝐈𝐄𝐒 - •𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐦𝐢𝐧𝐠 & 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: Proficient in Python, SQL, and R coding languages coupled with expertise in Domo, SAS, and web development languages. Adept in leveraging cloud technologies including AWS, Azure, and Hadoop ecosystems for scalable data solutions. •𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐌𝐨𝐝𝐞𝐥𝐢𝐧𝐠: Skilled in utilizing techniques like PCA, Lasso, and Elastic Net for feature selection, and deploying machine learning algorithms such as Linear & Logistic Regression, SVM, Decision Trees, XGBoost, Hist Gradient Boosting, and LightGBM for high-impact results. •𝐃𝐚𝐭𝐚 𝐕𝐢𝐬𝐮𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧 & 𝐃𝐚𝐭𝐚 𝐒𝐭𝐨𝐫𝐲𝐭𝐞𝐥𝐥𝐢𝐧𝐠: Adept at designing visually appealing data presentations and utilizing data storytelling techniques to effectively communicate insights. Proficient with Domo, Tableau, PowerBI, D3.js, and Matplotlib for creating data visualizations and dashboards. Experienced in transforming complex findings into actionable insights and narratives that resonate with diverse audiences. - 𝐏𝐀𝐒𝐒𝐈𝐎𝐍 𝐅𝐎𝐑 𝐈𝐍𝐍𝐎𝐕𝐀𝐓𝐈𝐎𝐍 𝐀𝐍𝐃 𝐈𝐌𝐏𝐀𝐂𝐓 - As a self-proclaimed philomath, I am enthusiastic about exploring new concepts and finding innovative ways to simplify complex processes. I thrive in environments that prioritize collaboration, empowerment, and making a positive impact. My ultimate goal is to contribute to creating a healthier and happier world for everyone. I am eager to connect with like-minded professionals and researchers who share my passion for data science, data analytics, AI,

position: Data, Analytics & AI Consultant

company: Thought Logic Consulting

evidence_experience: Data, Analytics & AI Consultant @ Thought Logic Consulting (09/2025 - Present) - no further detail on internal vs external scope of work provided.

resolved_account_name: Thought Logic Consulting


Adalberto G.

publicIdentifier: adalbertogonzalezayala

sourced_title: Co-founder | AI Strategist

firm: DTJ (Design Thinking Japan)

headline: Forward Deployed AI Strategy | AI Engineering & Technical Architecture

about: I’ve been building intelligent systems for more than two decades. Early robotics and microprocessors, then distributed systems, then machine learning, deep learning, and production AI at scale.Shipping AI products for Fortune 100 companies. Four innovation labs founded along the way, including the first Generative AI garage at Accenture. AI patents recognized in multiple countries. Inventor of the Year. Production systems delivered across healthcare, automotive, agriculture, finance, manufacturing, robotics, and motorsports.AI rarely fails at the model. It fails at the seams. The handoffs, the stale data, the events nobody logged, the decision nobody can reconstruct six months later. That’s where I spend most of my time now.AI Atlas came out of the same instinct. Every country read on the same dimensions, present state and trajectory, reviewed before it ships. Sovereignty stops being an opinion and becomes something you can look up.Today in Tokyo, I find the right problem, then build the right solution. Human-centered design first, engineering second, iterate until it works.Coding through every decision I make.

position: Co-founder | AI Strategist

company: DTJ (Design Thinking Japan)

description: DTJ is Microsoft’s official training partner for Microsoft Elevate in Japan. Active in the global AI builder community, frontier model evaluations and early access programs.

evidence_experience: "DTJ is Microsoft's official training partner for Microsoft Elevate in Japan... Shipping AI products for Fortune 100 companies."


Ashutosh pratap Singh

firm: Thoucentric

headline: Regional Product Lead - Integrated AI/ML Forecasting | Connected S&OP | Digital Transformation | IIM Mumbai (NITIE)

about: Product leader specializing in AI/ML-driven demand forecasting, owning product strategy, roadmap, and market adoption across APAC and LATAM for a global FMCG client. Proven track record of building and scaling forecasting products that improve planning accuracy, reduce bias, and deliver measurable business impact. Experienced in leading end-to-end product lifecycle—from problem definition and solution design to scaled adoption—while owning planning, budgeting, and S&OP/IBP alignment. Combines deep Supply Chain expertise with strong cross-functional leadership across business, data science, and engineering teams.

company: Thoucentric

description: Driving product strategy, roadmap, and market adoption for Integrated AI/ML Forecasting across LATAM and APAC for a global FMCG client. Leading end-to-end product lifecycle—from strategy and design to execution—owning planning, budgeting, and continuous improvement initiatives. Leveraging product thinking and deep expertise in supply chain and forecasting to deliver scalable, data-driven solutions that enhance business outcomes.

evidence_experience: "Driving product strategy, roadmap, and market adoption for Integrated AI/ML Forecasting across LATAM and APAC for a global FMCG client."

resolved_account_name: Thoucentric


Matthias De smet

publicIdentifier: desmetm

sourced_title: Senior Manager - Technology Risk Assurance Lead

firm: Grant Thornton Belgium

headline: Senior Manager Technology Risk Assurance at Grant Thornton Belgium | Sommelier-Conseil (non-practising)

about: Senior IT Audit, Risk & Cyber Governance leader with 12+ years of experience building and scaling assurance and risk capabilities. Expert in NIS2, IT governance and cyber risk, bringing expertise in advising C-suite and Boards on control maturity, regulatory readiness and strategic risk exposure. Recognized for leading complex transformations, developing new audit practices from the ground up, and driving measurable improvements in IT and cybersecurity posture across multinational environments.

company: Grant Thornton Belgium

evidence_experience: "Senior IT Audit, Risk & Cyber Governance leader... advising C-suite and Boards on control maturity, regulatory readiness and strategic risk exposure... across multinational environments" - this describes client-facing advisory/assurance delivery, not ownership of an internal knowledge/AI function at Grant Thornton itself.

resolved_account_name: Grant Thornton Belgium


Wayne Paffhausen

publicIdentifier: waynepaffhausen

sourced_title: Director, Workiva (Digital Reporting and Compliance)

firm: Clearsulting

headline: Value-based Leadership | Data Engineering/Integration | Program Management and Operations | Utility Player | Focusing on modernization, process and workflow improvements.

about: I'm passionate about the intersection of product quality and customer success. My career has given me a unique lens on how to build software that customers love and trust. I've led customer success teams to new heights, increasing retention and mitigating churn through proactive, data-driven strategies. I've also led quality assurance efforts, building automation frameworks from the ground up to reduce regression testing cycle times and ensure rock-solid product releases. This blend of experience allows me to bridge the gap between technical teams and business goals, ensuring that every line of code translates into real-world value for the end-user. I excel in creating strategies, mentoring teams, and driving initiatives that boost both customer satisfaction and the bottom line.

company: Clearsulting

evidence_experience: "I've led customer success teams to new heights, increasing retention and mitigating churn" and "I've also led quality assurance efforts, building automation frameworks from the ground up to reduce regression testing cycle times and ensure rock-solid product releases" - both describe external/customer-facing product and QA work, not internal firm knowledge or AI governance.

resolved_account_name: Clearsulting


Freddie Leatham

publicIdentifier: freddie-leatham

sourced_title: Data Lead, Senior Manager

firm: Alpha Alternatives

position: Data Lead, Senior Manager

company: Alpha Alternatives

evidence_experience: No detailed experience description provided beyond title and dates; headline indicates external client service focus ("Helping Private Equity & Alternatives Firms Solve Their Toughest Data Challenges").

resolved_account_name: Alpha Alternatives


Fotios Machairas

publicIdentifier: fotiosmachairas

sourced_title: Microsoft Power Platform AI Leading Specialist

headline: Microsoft Power Platform AI Specialist (Copilot PowerBI UiPath Alteryx) / Microsoft Certified PL300 PL500 PL900 AB730 AB731 AB410 / Microsoft Speaker / MVP Canditate • CMO @Global Shapers • AIESEC / ReGeneration / TEDx

about: SUMMARY Driven by a passion for empowering organizations through innovation and efficiency, Fotios is a Senior Power Platform Developer and Digital Transformation Expert with extensive experience in transformation offices and consulting across Greece and international markets. An active member of the Microsoft community with a major in Business Applications and a focus on Power Automate, he specializes in delivering impactful solutions with RPA, automations, and BI. Fotios holds a BS in Management Science and Technology, along with certifications in PL-300 and Alteryx for advanced data analysis. He has dedicated more than six years of positive change to volunteering projects, including associations like the World Economic Forum. In his free time, he enjoys climbing summits, participating in a choir, and making YouTube videos. MORE ABOUT PROFESSIONAL SKILLS During his bachelor's degree period, he came in touch with aspects like deadlines, milestones, scheduling, projects, teams, and research. He likes business strategy, and problem-solving and he has knowledge of operation research, business analytics, human resources management, computer programming, negotiations, and e-commerce. MORE ABOUT STUDY INTERESTS His interests meet the logic and movements that are hidden behind nature and people’s constructions/technology. In other words, he likes to analyze and study the methods and thoughts which many people follow in order to achieve their goals and make the world a better place. MORE ABOUT ART INTERESTS Music, Dance, Theater, or in short arts are fields that stimulate his feelings and motivate his thoughts. He has studied music and is a member of a music choir, and a theatrical group as well. In fact, art is the second career path in parallel with science. - Yes, exactly!

evidence_experience: "Fotios is a Senior Power Platform Developer and Digital Transformation Expert with extensive experience in transformation offices and consulting across Greece and international markets... specializes in delivering impactful solutions with RPA, automations, and BI."


Jason White

sourced_title: Director, Learning & Development | Executive Coach & Leadership Facilitator

firm: Accelerate Leadership Limited

headline: Learning & Development Leader | Executive Coach & Leadership Facilitator | Helping HR & L&D Leaders Build Confident, Capable Leaders | MBA, PCC (ICF) | Australia & Asia-Pacific

about: I help HR and L&D leaders build confident, capable leaders across their organisation — through leadership programs that are practical enough to change behaviour, not just tick a training box. Over 30 years, I've led L&D teams and developed leaders inside multinational organisations, as well as partnering with clients — including Microsoft, Siemens, Shell, Ford, and government agencies like DCCEEW and the Attorney-General's Department — to design and facilitate leadership programs that create lasting impact. I hold an MBA (Charles Sturt University), am a PCC-credentialed coach with the ICF, and am certified in Everything DiSC, the Hermann Brain Dominance Instrument, and LSI 360 — so the programs I design are grounded in both real leadership experience and rigorous frameworks. I work with AI technologies and workplace applications that support capability uplift and adoption. I design and facilitate leadership workshops, team development sessions, executive coaching, and longer-term leadership learning journeys — both virtually and in person across Australia and the Asia-Pacific region. I lived in Hong Kong for a decade and speak basic Mandarin, and I've facilitated across China, Korea, Taiwan, Thailand, Malaysia, Singapore, India, Indonesia, and beyond. I believe leadership is developed over time — through the right mix of challenge, reflection, support, and practical application, not a one-off workshop. If you're looking to strengthen leadership capability within your organisation, let's talk.

company: Accelerate Leadership Limited

description: I'm the founder and principal consultant at Accelerate Leadership, where I partner with HR and L&D leaders to design and facilitate leadership programs that build confident, capable leaders — not just deliver a one-off workshop. With an MBA and PCC credential from the ICF, I design and facilitate leadership workshops, senior team days, and executive coaching engagements, both directly and through a trusted network of associates including FranklinCovey, the NeuroLeadership Institute, Yellow Edge,

evidence_experience: "I'm the founder and principal consultant at Accelerate Leadership, where I partner with HR and L&D leaders to design and facilitate leadership programs... I design and facilitate leadership workshops, senior team days, and executive coaching engagements"


publicIdentifier: ephandros

name: Epameinondas Chandros msc, cia, crma, cfe, coso ic/erm

sourced_title: Principal ESGRC - Sustainability Transition & Risk Management

headline: Sustainability Strategy, Risk Management, Internal Audit

about: More than 25 years’ experience in various industries (Shipping / Banking / Retail / Telecommunications) in restructuring, transformation, finance and assurance roles. Always working closely with top management and BoD in various integration projects as a result of mergers/acquisitions or streamlining decisions. My objective is to apply this business experience from different industries and positions to organizations that have identified the need for evolution by using technology , sustainable practices and their internal strengths (people, culture, experience) through measurable and achievable objectives but at the same time not losing their focus on their strategic objectives.

evidence_experience: "Design & Implement Sustainability Transition Strategies Develop and Integrate Enterprise Risk Frameworks Set up GRC platforms Integrate Risk Management and Sustainability transition Use ESG and Risk to transform operations" - this describes services delivered to client organizations, not internal knowledge/AI ownership at Grant Thornton.


Alexandre Kouznetsov

sourced_title: Senior Director AI Architecture

firm: BASE life science

headline: Senior Director AI Architecture at BASE Life Science

about: Innovative and results-driven AI Architect with deep expertise in GenAI, agentic systems, and enterprise-scale AI/ML solutions. Proven track record of leading multiple cross-functional teams across global delivery centers and collaborating directly with senior client architects and directors to deliver high-impact platforms across healthcare, pharma, finance, and technology sectors. Skilled in designing hybrid RAG architectures, Knowledge Graphs, and multi-agent systems using both open-source frameworks and commercial platforms. Adept at aligning technical strategy with business goals and influencing multimillion-dollar growth through client engagement and solution innovation. Currently leading next-generation AI architecture development for a global Healthcare organization, focused on scalability, strategic funding, and enterprise transformation. Additional expertise: Cloud: certified for AWS, Azure, IBM Machine Learning: Scikit, Tensorflow, MLlib, R, Weka Natural Language Processing and Text Analytics: Spacy,NLTK, Stanford NLP, GATE, JAPE, Solr Semantic Web,Ontology, Semantic Reasoning, Linked Data: OWL, RDF, SKOS, Protege, Web Protege, TopBraid, OWLAPI,Pillet, SESAME/OWLIM, Smartlogic OS/ OM/ CS/ Property Graphs: Neo4j, TigerGraph,Titan, Rexster Big Data Analysis: Hadoop, Java MapReduce Programming, Pig, Hive, Spark, Scala, MLlib, Sqoop, Oozie, Hue, Loom, Falcon and Solr Software Development: Java, C++, Python, Scala on Unix/Linux/Qnix/Win/Mac Also has experience in: Data Lake Data Lineage Data Mining Knowledge Extraction and Representation, Artificial Intelligence Information Retrieval Statistics Operations Research Intelligent Agents Stochastic Process Networking Ubiquitous computing, Mobile technologies, Sensors and Signal Processing Core Business Domains the expe

position: Senior Director AI Architecture

company: BASE life science

evidence_experience: "collaborating directly with senior client architects and directors to deliver high-impact platforms across healthcare, pharma, finance, and technology sectors" and "influencing multimillion-dollar growth through client engagement and solution innovation"

resolved_account_name: BASE life science


Vaishnavi Santoshi

publicIdentifier: vaishnavi-santoshi-batchu

sourced_title: Senior Data Scientist

firm: Relanto

headline: Senior Data Scientist | Generative AI & LLMs (Claude, Gemini) | RAG & Multi-Agent Systems | GCP & AWS 5x Certified | Building Production AI at Google (via Relanto)

about: I build production-grade AI systems that turn unstructured documents, images, and enterprise data into automated, measurable business outcomes.Over 4 years, I've architected Generative AI platforms combining large language models (Claude, Gemini, PaLM 2), Retrieval-Augmented Generation (RAG), and multi-agent orchestration (LangGraph, LangChain, Google ADK) to solve document intelligence, computer vision, and workflow automation problems at enterprise scale. My work has cut manual effort by up to 85%, lifted processing accuracy to 97-99%, and driven double-digit gains in efficiency, engagement, and revenue across the projects I've led.Currently a Senior Data Scientist at Google (via Relanto), where I lead delivery of AI automation platforms integrating Google Document AI, Gemini, and RAG frameworks, and build multi-agent workflows that reduce task-handling overhead by 40%+.What I bring:- End-to-end GenAI system design, from LLM fine-tuning and prompt engineering to multi-agent orchestration and deployment- Deep cloud expertise across GCP (Vertex AI, Document AI, BigQuery, Cloud Run) and AWS (Bedrock, Textract, Lambda, Rekognition)- A track record of translating complex AI capability into outcomes stakeholders actually care about: speed, accuracy, cost, and revenue5x certified across Google Cloud (ML Engineer, Data Engineer, Cloud Engineer, GenAI Leader) and AWS (ML Specialty).Open to connecting with fellow builders in Generative AI, agentic systems, and applied ML.

position: Senior Data Scientist

company: Relanto

description: Architect and lead delivery of enterprise-scale AI automation platforms integrating Google Document AI, Gemini LLMs, and RAG frameworks for context-aware document understanding and knowledge retrieval at scale. Built multi-agent orchestration workflows (LangGraph, Google ADK) enabling adaptive routing and autonomous task execution, cutting task-handling overhead by 40%+. Delivered client-facing AI copilots connecting Vertex AI Vector Search, Gemini Enterprise, Google Docs API, PostgreSQL, and My

evidence_experience: "Delivered client-facing AI copilots connecting Vertex AI Vector Search, Gemini Enterprise, Google Docs API, PostgreSQL, and MySQL, cutting information-lookup time by 50%."

resolved_account_name: Relanto


Rojit Kumar malakar

publicIdentifier: rojit-kumar-malakar

sourced_title: Senior Data Analytics Manager

headline: Senior Data Analytics Manager | Product Owner| Procurement & Supplier Intelligence | Data Strategy | AI & Automation | Power BI | SQL

about: Senior Data Analytics Manager with 9 years of experience in data analytics, procurement intelligence, supplier intelligence, and enterprise analytics.Currently leading a team of analysts and working across analytics, product ownership, PMO, business requirements, stakeholder management, and cross-functional delivery.My experience spans procurement analytics, global trade intelligence, price benchmarking, Power BI, SQL, data strategy, and executive reporting.I am also focused on leveraging AI and automation to improve research, analytics workflows, data quality, and business decision-making.

position: Senior Data Analytics Manager

description: • Lead a team of analysts delivering data analytics, procurement intelligence, supplier intelligence, and global trade analytics across strategic client engagements. • Lead analytics and PMO activities for global procurement programs, including delivery governance, stakeholder management, resource planning, and executive reporting. • Drive product ownership activities covering business requirements, feature prioritization, roadmap planning, and cross-functional delivery with technology and autom


Iván Domínguez rodríguez

sourced_title: Senior Manager - Data & AI

firm: Nfq Advisory, Solutions, Outsourcing

headline: Senior Manager en Nfq Advisory, Solutions, Outsourcing

position: Senior Manager - Data & AI

company: Nfq Advisory, Solutions, Outsourcing

band_reasons: weak_title2_only; ie_unclear; low_conf; company_concern

evidence_experience: No experience description beyond title and dates provided.

resolved_account_name: Nfq Advisory, Solutions, Outsourcing


Donn Pienaar

publicIdentifier: donnpienaar

sourced_title: Data Architect

firm: Accenture

headline: Solutions Architect at Accenture

about: I help people solve tricky problems by building smart tools that make work easier and more fun.

company: Accenture

description: Over the past two decades, I've designed data platforms and analytics solutions used across global organisations, led delivery teams, and architected safety-critical systems. Recently, I've worked at the architecture level in the Microsoft data estate - Fabric, Power BI, and the semantic layer - designing models that hold up as organisations grow into them. I've established modelling standards, governance and delivery patterns that shorten time-to-value and stop teams rebuilding the same things.

band_reasons: disqualified; ie_unclear; builder

evidence_experience: "I've designed data platforms and analytics solutions used across global organisations, led delivery teams, and architected safety-critical systems... I've established modelling standards, governance and delivery patterns that shorten time-to-value and stop teams rebuilding the same things."

suppressed: yes


Joanna Zhang

sourced_title: Consultante - Acheteuse Market Data

firm: PeersGroup

headline: Acheteuse Market Data

position: Consultante - Acheteuse Market Data

company: PeersGroup

description: BNP Paribas - Projet d’intégration AXA IM - Cartographie et analyse comparative des contrats indices – AXA IM vs BNPP AM - Pilotage d’appel d’offres - Gestion des enjeux contractuels DORA

evidence_experience: "BNP Paribas - Projet d'intégration AXA IM - Cartographie et analyse comparative des contrats indices – AXA IM vs BNPP AM - Pilotage d'appel d'offres - Gestion des enjeux contractuels DORA"

resolved_account_name: PeersGroup


Miguel Cousillas padín

sourced_title: Data Consultant

headline: ⟨Data Consultant en Nfq | MsC in Theoretical Physics⟩

position: Data Consultant

evidence_experience: No experience description provided beyond title and dates.


Victor T.

publicIdentifier: vdteixeira

sourced_title: Manager AI & Developer

firm: Falconi

headline: AI Gen & Software Manager @falconi | Software Engineering | AI Engineer | Software Architect | Business InnovationAI

about: Apaixonado por desbravar as fronteiras da tecnologia, lidero com entusiasmo equipes de desenvolvimento em ambientes de startups dinâmicos. Com uma carreira sólida em engenharia de software, arquitetura de sistemas e engenharia de IA, estou sempre buscando inovar e aplicar soluções inteligentes que impulsionem o crescimento empresarial e a transformação digital. Como Líder de Equipe de Software, especializei-me em coordenar projetos complexos, orientando equipes multidisciplinares para alcançar excelência em desenvolvimento e implementação de sistemas. Minha abordagem é focada na criação de um ambiente colaborativo onde a inovação é incentivada e os objetivos de negócios são alcançados com eficácia.

position: Manager AI & Developer

company: Falconi

evidence_experience: About describes leading software development teams in startup environments, coordinating complex projects and multidisciplinary teams for software engineering, architecture and AI engineering - no mention of owning an internal knowledge/IP-reuse/AI-on-knowledge-base function; reads as a technical/software delivery leadership role, not internal KM/governance ownership.

resolved_account_name: Falconi


Nicolás martin Martínez bonilla

sourced_title: Gerente Desarrollo Comercial y Knowledge Management

firm: Sintec Consulting

headline: Gerente Desarrollo Comercial en Sintec Consulting

about: Colaborar al desarrollo del negocio identificando las necesidades de los clientes, dando seguimiento oportuno a los proyectos asignados asegurando la entrega bajo los estándares de calidad requeridos.

company: Sintec Consulting

band_reasons: disqualified; ie_unclear; low_conf; rescued_knowledge_title

resolved_account_name: Sintec


Manon Hastaran

publicIdentifier: manon-hastaran

firm: Orange Consulting

headline: Manager Consulting - Strategy | Innovation | People - J’accompagne les organisations dans l’amélioration de l’expérience clients et collaborateurs, en révélant le plein potentiel des innovations (IA, Quantique, XR...)

about: Consultante en innovation, j’aide les organisations à transformer les ruptures technologiques en bénéfices concrets, avec l’humain au cœur de la démarche. Mon approche : immersion terrain, priorisation et accompagnement des équipes pour garantir adoption et résultats durables. Je pilote des projets où l’innovation sert l’expérience client et collaborateurs, en combinant méthodes CX/UX, design thinking et gouvernance projet.

company: Orange Consulting

description: - Acculturation, formation, mentoring - Cadrage stratégique, définition de roadmap - Direction de projet - Change Management Innovations technologiques : réalités immersives, jumeaux numériques, blockchain, IA Gen & Agentique, quantique Clients : Generali, Pôle Emploi, Air France, MACSF, Ceva Santé Animale, La Poste, Groupe Orange...

evidence_experience: "Innovations technologiques : réalités immersives, jumeaux numériques, blockchain, IA Gen & Agentique, quantique Clients : Generali, Pôle Emploi, Air France, MACSF, Ceva Santé Animale, La Poste, Groupe Orange..."

resolved_account_name: Orange Consulting


Dr. knut Behnke

firm: EurA AG

company: EurA AG

evidence_experience: Innovations- und Fördermittelberater, Management Innovationsnetzwerke bei EurA AG @ EurA AG (12/2020 - Present)

resolved_account_name: EurA AG


Eleni-konstantina D.

sourced_title: Senior Sustainability & Governance Services (former: ESGRC | Governance, Risk & Compliance Services)

firm: Grant Thornton Greece

headline: Senior | Sustainability & Governance Services (former: ESGRC | Governance, Risk & Compliance Services)

about: Helena is a Senior in the ESGRC, Governance, Risk & Compliance Services department at Grant Thornton Greece. She has over 16 years of professional experience in banking, EMIs, and fintech, with more than 7 years specializing primarily in Know Your Customer (KYC), followed by Anti-Money Laundering (AML), and regulatory compliance. Sector Experience Throughout her career, Helena has successfully established and developed KYC departments in two separate organizations, ensuring regulatory compliance and effective processes. She has worked with both international and domestic regulatory authorities, overseeing corporate policies and procedures to maintain alignment with regulatory requirements. Entrusted with the implementation of KYC processes, client onboarding optimization, and leadership of complex compliance initiatives, Helena has consistently met the highest industry standards. In addition to her expertise in KYC, she has gained significant experience in retail banking over the span of 9 years. Throughout her career, Helena has maintained close collaboration with legal, compliance, and risk departments to ensure seamless operational coordination and efficiency. Professional qualifications and memberships Helena holds a BSc in Business Administration and Economics of Tourism Enterprises from the University of Thessaly (formerly Technological Educational Institution of Central Greece) and is nearing the completion of her studies in Accounting and Finance from the National and Kapodistrian University of Athens (NKUA). She is also a member in International Compliance Association – ICA, and the Association of Compliance Officers in Greece - ASCO Greece.

company: Grant Thornton Greece

description: • Participating in a broad range of internal audit as well as advisory projects • Preparing and delivering reports under local or international standards and practices • Developing and maintaining productive working relationships within the team/business • Maintaining a good working relationship with clients and working effectively with client management and staff at all levels to gather information and perform services • Working closely with Grant Thornton managers and partners to promptly iden

evidence_experience: "Maintaining a good working relationship with clients and working effectively with client management and staff at all levels to gather information and perform services" and prior KYC/AML department-building experience at banking/fintech firms, all client- or sector-facing, not internal knowledge/AI ownership at Grant Thornton.

resolved_account_name: Grant Thornton Greece


Arfian Agus

publicIdentifier: arfian

sourced_title: Director, Head of Digital

firm: YCP

headline: Digital Transformation Leader | Driving Enterprise Platforms & Operational Excellence

about: I’m a digital transformation leader with 15+ years of experience working across consulting, technology, and enterprise environments.Over time, my focus has shifted toward owning transformation from within organizations — building and scaling internal platforms, improving operational efficiency, and ensuring technology initiatives translate into measurable business outcomes.I’ve led cross-functional teams to deliver enterprise systems, productivity platforms, and knowledge management solutions used by consultants, managers, and leadership teams in day-to-day operations. My strength lies in bridging business expectations with execution reality.I’m most effective in structured corporate environments where governance, sustainability, and long-term value matter. I work well with senior stakeholders, manage competing priorities, and drive adoption beyond go-live.Currently open to discussions around senior digital, technology, or transformation leadership roles within established organizations.

position: Director, Head of Digital

company: YCP

description: I lead YCP Digital Group, where I oversee end-to-end IT and digital operations across the organization and client projects. My role combines IT leadership, governance, and business growth responsibilities, including: - Technology Strategy & Delivery: Directing enterprise-level IT transformation and software development initiatives, ensuring alignment with business goals while enhancing efficiency and resilience. - IT Operations & Governance: Managing IT infrastructure, security controls, and com

evidence_experience: "IT Operations & Governance: Managing IT infrastructure, security controls, and compliance with audit/regulatory requirements across YCP Holdings. Ensuring robust data governance" and About: "my focus has shifted toward owning transformation from within organizations — building and scaling internal platforms... knowledge management solutions used by consultants, managers, and leadership teams"


Marcin Byra

publicIdentifier: marcin-byra

sourced_title: Senior AI Architect

firm: BCG Platinion

headline: Senior AI Architect at BCG Platinion

about: I'm a Cloud Solutions Architect working at SIX in the IT department. My day-to-day activities are focused on designing cloud solutions for the Azure platform. This includes cloud platform development, cloud and hybrid application architecture, on-premises app migrations, and oversight of the existing SaaS, hybrid, and cloud applications. Moreover, I provide consultancy for project decisions, planning the implementation of new features, and tracking the functionalities and interfaces of existing solutions. I graduated from two fields of study in parallel at the University of Warsaw: Computer Science (Bachelor's degree) and Physics (Master's degree). After graduation, I continued my IT career in the roles of Software Engineer, DevOps engineer, and currently a Cloud Architect. With a strong theoretical and technical background, I'm a great enthusiast of cloud technologies and solution design, hybrid cloud solutions, cloud migrations, and application architecture. I'm holding multiple cloud certifications (Azure Solutions Architect Expert, Azure Administrator, AWS Solution Architect Associate, AWS Certified Developer, AWS SysOps Administrator, Kubernetes and Terraform certificates, and others)

position: Senior AI Architect

company: BCG Platinion

band_reasons: disqualified; low_conf; company_concern; builder

evidence_experience: "My day-to-day activities are focused on designing cloud solutions for the Azure platform. This includes cloud platform development, cloud and hybrid application architecture, on-premises app migrations, and oversight of the existing SaaS, hybrid, and cloud applications."

resolved_account_name: BCG Platinion


Vincent Van loo

publicIdentifier: vincent-van-loo

sourced_title: Senior Consultant - SAP AI Engineer

firm: Avertim

headline: Senior Data & AI Consultant @Avertim | AI Governance | Azure IBM SAP

about: I am a Senior AI Consultant who thrives at the intersection of business engineering, technical understanding, creativity, and cutting‑edge technology. Self‑taught and driven by curiosity, I approach every challenge with a learning mindset, a commitment to integrity, and a passion for solving complex problems with structured, scalable AI solutions.My career spans data science, SAP AI engineering, GenAI solution design, and technical product management. I support organisations such as the Belgian National Railway in their digital transformation by analysing and technically designing SAP‑embedded AI opportunities, from predictive maintenance and document automation to GenAI RAG assistants powered by SAP AI Core. I also evaluate ROI, reinforce ModelOps foundations, and ensure alignment with the EU AI Act.Within Avertim’s Digital & AI Service Line, I act as an AI Engineer and technical expert on IBM, Azure and SAP technologies. I build reusable accelerators, lead ideation workshops, deliver GenAI prototypes (BPMN automation, AI agents, knowledge automation), and support the structuring of internal AI governance and delivery frameworks. My role often bridges business and engineering, transforming complex AI concepts into clear, actionable use cases for leaders.With my project in aviation & innovation hubs with BI modernisation, I have demonstrated my ability to operate in fragmented environments, align diverse stakeholders, architect end‑to‑end solutions, and deliver impact even under ambiguity.Beyond client work, I nurture a strong technical culture:– Personal projects: probabilistic forecasting for safety stock management, supply‑chain optimisation, and explainable AI prototypes.– Awards: Best Innovative Solution & Best Presentation for AI projects centred on hu

position: Senior Consultant - SAP AI Engineer

company: Avertim

description: Support the National Belgian railway company perform its digital transformation by analysing and technically designing AI opportunities within SAP, including predictive maintenance, document automation, and GenAI assistants. I evaluated SAP‑embedded AI solutions, assessed ROI, and ensured alignment with EU AI Act high‑risk requirements across critical infrastructure systems. I also contributed to AI governance & ModelOps, created early SAP BTP POC & SAP AI Core, and collaborated closely with ICT

evidence_experience: "Support the National Belgian railway company perform its digital transformation by analysing and technically designing AI opportunities within SAP... collaborated closely with ICT leaders to implement client's roadmap for safe and scalable AI adoption."

resolved_account_name: Avertim


Tassia Meneses camara

publicIdentifier: tassia-meneses-camara

sourced_title: Líder de Agentes de IA / AI Transformation Lead

firm: MJV Technology & Innovation

headline: Lider de IA & Transformação Digital | Criação de Capability em IA Agêntica | Estratégia, Arquitetura & Escala | AWS | Data-Driven Business

about: Líder de Transformação Digital e Inteligência Artificial com mais de 14 anos de experiência liderando iniciativas estratégicas e estruturando capacidades organizacionais em ambientes corporativos complexos. Atualmente responsável pela criação e liderança da área de Agentes de IA, incluindo definição de estratégia, estruturação de equipe e desenvolvimento de uma nova oferta de serviços baseada em inteligência artificial agêntica. Lidero a construção de frameworks proprietários e arquiteturas escaláveis (AWS), viabilizando o desenvolvimento acelerado de soluções com alto impacto em eficiência operacional, tomada de decisão e experiência do cliente. Atuo na interseção entre tecnologia e negócio, conectando dores estratégicas a soluções aplicáveis, incluindo a criação de modelos de atuação consultiva e workshops para identificação e priorização de oportunidades de IA em cenários complexos. Minha trajetória inclui liderança de PMOs estratégicos, gestão de portfólio e condução de iniciativas de transformação digital orientadas a dados, sempre com foco em geração de valor, eficiência e escalabilidade. Tenho forte atuação em alinhamento executivo, estruturação de governança e liderança de times multidisciplinares, promovendo cultura orientada a resultados e inovação contínua. Interesses atuais: AI Agents, Generative AI aplicada ao negócio, transformação organizacional e escalabilidade de soluções inteligentes. TASSIA MENESES CAMARAtassiamcamara@gmail.com

company: MJV Technology & Innovation

description: Responsável pela criação e liderança da área de Agentes de IA, estruturando uma nova capability organizacional voltada ao desenvolvimento e aplicação de inteligência artificial agêntica. Atuação estratégica na definição de visão, construção de oferta e posicionamento de soluções de IA no portfólio da empresa. Principais responsabilidades: • Definição da estratégia da área de IA e roadmap de evolução • Estruturação e liderança de equipe multidisciplinar • Desenvolvimento de framework proprietário

evidence_experience: "Responsável pela criação e liderança da área de Agentes de IA... construção de oferta e posicionamento de soluções de IA no portfólio da empresa" - building a client-facing AI offering/practice, not internal knowledge governance

resolved_account_name: MJV Technology & Innovation


Fayçal Ousseini mali

sourced_title: Consultant Data

firm: Nexialog Consulting

headline: Data Consultant | Credit Risk Analytics | SAS • Python • PySpark • Dataiku | Banking & Insurance

about: Consultant Data spécialisé dans les secteurs bancaire et assurantiel, j'accompagne les directions Risques et Finance dans la conception, l'industrialisation et la fiabilisation de solutions data dédiées au risque de crédit et au reporting réglementaire. Grâce à une expertise en Python, PySpark, SAS, SQL ainsi qu'en économétrie, statistiques et machine learning, je développe des solutions robustes, automatisées et évolutives qui renforcent la qualité des données, sécurisent les processus et facilitent la prise de décision.

position: Consultant Data

company: Nexialog Consulting

evidence_experience: "j'accompagne les directions Risques et Finance dans la conception, l'industrialisation et la fiabilisation de solutions data dédiées au risque de crédit et au reporting réglementaire" - describes client-facing delivery, not internal function ownership.

resolved_account_name: Nexialog Consulting


Nirmela C. ibišević

firm: Trio

headline: Team Leader, Data & Settlement Services - Europe at Trio

company: Trio

evidence_experience: No About or detailed experience text provided beyond the title and dates.

resolved_account_name: Trio


Barthélemy Deramaux

sourced_title: Consultant Business Intelligence

firm: ADIT

headline: Consultant Business Intelligence

position: Consultant Business Intelligence

company: ADIT

evidence_experience: No About or detailed experience description provided beyond the title and company.

resolved_account_name: ADIT


Salma Benmoussa

publicIdentifier: salma-benmoussa

sourced_title: Data Analyst - Digital Paiements Service

firm: Groupe BPCE

headline: Data engineer / Data analyst

about: Data Analyst avec une triple casquette en Data Analysis, Data Science et Data Engineering, j’ai développé une vision complète de la chaîne de la donnée, de sa collecte à sa valorisation. J’aime transformer des données complexes en analyses claires et en insights utiles à la prise de décision, tout en m’appuyant sur mes compétences en Machine Learning, IA et ingénierie des données.Je suis ouverte à de nouvelles opportunités me permettant de mettre mes compétences en pratique et de collaborer avec des professionnels partageant la même vision, afin de stimuler l’innovation grâce à la puissance des données.

company: Groupe BPCE

description: Développement d’un outil analytique de pilotage et de benchmark du réseau sur les activités paiements. • Analyse et modélisation des données paiements (monétique, flux transactionnels). • Recueil des besoins métiers et rédaction des spécifications fonctionnelles. • Conception et optimisation de dashboards Power BI. • Automatisation des reportings et suivi de la performance commerciale. • Mise en place de contrôles de data quality. • Maintenance et support Power BI. Environnement : SQL, BigQuery

band_reasons: disqualified; ie_unclear; company_concern; builder

evidence_experience: "Conception et optimisation de dashboards Power BI. • Automatisation des reportings et suivi de la performance commerciale. • Mise en place de contrôles de data quality. • Maintenance et support Power BI."