Rémy Gasmi

publicIdentifier: rgasmi

sourced_title: AI Engineer

firm: Equancy

headline: Ingénieur de Centrale Lyon｜AI Engineer at Equancy and Freelance

about: Passionate about Data and AI | Final Year Engineering Student at Centrale Lyon

position: AI Engineer

company: Equancy

description: ● Designed, developed, and deployed AI agents on Microsoft Copilot Studio, implementing RAG (Retrieval-Augmented Generation) architectures over internal knowledge bases, integrating real-time business APIs, and leveraging MCP servers to connect external tools and data sources. ● Developed a full-stack AI agent dedicated to the analysis of French maritime ports, including automated data collection, strategic information analysis, and the generation of executive summary reports. ● Designed and del

evidence_experience: "Designed, developed, and deployed AI agents on Microsoft Copilot Studio, implementing RAG architectures over internal knowledge bases... Developed a full-stack AI agent dedicated to the analysis of French maritime ports... Designed and delivered a comprehensive web scraping training program"

resolved_account_name: Equancy | Groupe EDG


Iván Gómez peral

publicIdentifier: ivan-gomez-peral

sourced_title: Director Data

firm: Nfq Advisory, Solutions, Outsourcing

headline: Director en NFQ Advisory, Solutions, Outsourcing

about: Apasionado de mi trabajo, de la tecnología y tratando de estar al día de las últimas tendencias. Llevo más de 20 años en el mundo de la consultoría y con amplia experiencia en los sectores de Servicios Financieros y Telecomunicaciones, siempre con tecnologías novedosas. Amplia experiencia internacional en grandes programas de transformación, nuevas tecnologías digitales y diseño de procesos. Motivación y disponibilidad para liderar y gestionar programas internacionales y multiculturales en diferentes geografías. Soy una persona con alto grado de exigencia, rigurosidad y empatía, lo que hace que siempre haya encajado en proyectos complejos, con gran número de interlocutores e intereses diversos. Me considero un jugador de equipo y en situaciones complicadas siempre me desenvuelvo con naturalidad gracias a la experiencia acumulada y mi habilidad en la gestión de conflictos.

position: Director Data

company: Nfq Advisory, Solutions, Outsourcing

end: Present

disposition: DISQUALIFIED

internal_vs_external: external

role_nature: other

band: clear

band_reasons: disqualified

evidence_experience: "Llevo más de 20 años en el mundo de la consultoría y con amplia experiencia en los sectores de Servicios Financieros y Telecomunicaciones... Amplia experiencia internacional en grandes programas de transformación, nuevas tecnologías digitales y diseño de procesos" - describes client-facing transformation programme delivery, not internal function ownership.

resolved_account_name: Nfq Advisory, Solutions, Outsourcing

in_612: yes

in_575: yes

suppressed: no


Vasilis Manousopoulos

sourced_title: Director

firm: Grant Thornton Greece

headline: Chief Information Security Officer at Grant Thornton Greece

about: Vasilis brings more than 8 years of experience in Assurance Audits. As an Assurance Auditor he has conducted various audits, including Financial Audits, Business Plans and Tax services. He has participated in several Assurance and Tax Audits for Companies. Furthermore, he participated in the valuation and implementation of International Financial Reporting Standards (IFRS) and Preparation of consolidated financial statements of a group of companies. Vasilis also has, strong professional experience in Information Security, IT Auditing, IT Governance and ERP systems audit and Control Assessments. He evaluates IT internal controls and supports audits and consulting engagements related to technology strategy, data communication and network security, assesses information technology control elements in order to mitigate IT risks regarding the confidentiality, integrity, and availability of corporate information. On his 4 years experience in the Information Security sector, he participated in several IT Audit projects. Vasilis, in his role, has developed solid understanding on IT General Controls and IT Security Governance, assisting our clients with the review and critical evaluation of corporate internal control procedures and documentation, including relevant IT controls in order to ensue optimal operations, regulatory compliance as well as best business practices.

position: Director

company: Grant Thornton Greece

evidence_experience: "assisting our clients with the review and critical evaluation of corporate internal control procedures and documentation, including relevant IT controls" and "supports audits and consulting engagements related to technology strategy, data communication and network security" for clients.

resolved_account_name: Grant Thornton Greece


Oliver Langford

sourced_title: Business Manager - Digital & AI

firm: Newton

headline: Business Manager - Digital & AI at Newton

position: Business Manager - Digital & AI

company: Newton

disposition: WEAK

internal_vs_external: unclear

band: review

band_reasons: weak_title2_only; ie_unclear; low_conf

evidence_experience: No description provided beyond the title and dates; role scope, ownership, and internal/external nature cannot be determined.

resolved_account_name: Newton


Ádám Lőrincz

sourced_title: Digital Content Manager

firm: Accace Hungary

headline: Digital Content Manager at Accace Hungary

about: Experienced Marketer with a demonstrated history of working in the outsourcing industry. Skilled in Graphic Design and Illustration, Search Engine Optimization (SEO), WordPress, Social Media Campaign Management, Google Ads and Analytics.

position: Digital Content Manager

company: Accace Hungary

in_612: no

in_575: no

match_method: unresolved


Fazil Boucherit

sourced_title: Associé | Transformation ERP & Finance | Pilotage de la performance | Data & IA

firm: Axys

headline: Partner Transformation Finance | Pilotage de la Performance | Finance durable & ESG

about: Associé chez Axys, depuis 15 ans, j'accompagne les entreprises dans la transformation de leur fonction Finance : ERP, pilotage de la performance durable et économique (de la stratégie ESG jusqu'au P&L), excellence opérationnelle, Data & IAJ'interviens auprès de grands groupes et d'ETI pour concevoir des modèles de pilotage plus performants, résolument orientés création de valeur, en combinant vision stratégique, excellence opérationnelle et innovation technologique.

company: Axys

evidence_experience: "j'accompagne les entreprises dans la transformation de leur fonction Finance ... J'interviens auprès de grands groupes et d'ETI pour concevoir des modèles de pilotage plus performants"

resolved_account_name: Axys Consultants


Sumayal Shrestha

publicIdentifier: sumayal

sourced_title: Director of Creative Strategy and Digital Marketing

firm: ERG

headline: Creative Director and Digital Strategist

about: I specialize in researching and distilling complex information into engaging, usable, and memorable content and products. My areas of expertise include providing strategic communications, creative direction, content development, data visualization, graphic design, copy writing, and digital marketing services to federal, state, and local government initiatives. I have led the creative and digital strategy for Massachusetts Department of Environmental Protection’s (MassDEP) Recycle Smart MA program, Fairfax County’s opioid misuse and COVID-19 public awareness initiatives, and the Arlington County community-driven logo redesign effort. My long-term clients include the U.S. Environmental Protection Agency (EPA), National Oceanic and Atmospheric Administration (NOAA), National Weather Service, Occupation Health and Safety Administration (OSHA), the Pentagon, World Bank Group, MassDEP, and New York State Energy Research and Development Authority (NYSERDA).

company: ERG

evidence_experience: "providing strategic communications, creative direction, content development, data visualization, graphic design, copy writing, and digital marketing services to federal, state, and local government initiatives"


Raphaël Gombia

sourced_title: Data & AI Product Manager

firm: Thiga

headline: Product Manager

position: Data & AI Product Manager

company: Thiga

disposition: UNQUALIFIED

band_reasons: technical_builder_no_ownership; ie_unclear; low_conf; builder

evidence_experience: Only one line of experience given: "Data & AI Product Manager @ Thiga (02/2025 - Present)" with no further detail on scope, ownership, or client vs internal focus.

resolved_account_name: Thiga


Mark Everest

publicIdentifier: markeverest

sourced_title: IBM iX Experience Orchestrator Lead

firm: IBM iX

headline: IBM Consulting Experience Orchestrator (EXO) Lead

about: My LinkedIn profile is personal, the views expressed on this site are my own. Mark Everest has over twenty years’ digital experience in National and International Sales and Marketing environments. He actively uses his network and watches trends to identify innovations which match the business needs or present opportunities, and evangelises the potential of Digital across the organisation. He is a motivational leader, visionary and creative thinker able to interface easily with both business and technical functions.

position: IBM iX Experience Orchestrator Lead

company: IBM iX

evidence_experience: "twenty years' digital experience in National and International Sales and Marketing environments... evangelises the potential of Digital across the organisation" - reads as client/market-facing digital strategy, not internal KM ownership.


Juni Bugge

sourced_title: AI Tech Consultant

firm: BCG Platinion

headline: AI Tech Consultant at Boston Consulting Group | BCG Platinion | M.Sc Computer Science

position: AI Tech Consultant

company: BCG Platinion

band_reasons: disqualified; ie_unclear; low_conf; builder

evidence_experience: AI Tech Consultant @ BCG Platinion (01/2025 - Present) - no further detail provided on internal ownership or client delivery specifics.

resolved_account_name: BCG Platinion


Pedro M. cunha

publicIdentifier: pedrodemouraecunha

sourced_title: Data Science Manager

firm: BIP Brasil

headline: Data Science Manager at BIP Brasil

about: Formado em Engenharia da Computação e Mestre em Otimização Combinatória pela PUC-Rio. Participou de vários cursos de desenvolvimento profissional disponibilizados pela empresa. Experiência profissional inclui a atuação em diferentes áreas de negócio, gestão e implementação de projetos de software para apoio à decisão em empresas de grande porte no Brasil. Desenho e gestão de projetos inovadores de alto risco e grande expectativa por parte do cliente. Liderança em projetos que abriram portas para novas oportunidades de negócio.

position: Data Science Manager

company: BIP Brasil

band_reasons: disqualified; builder

evidence_experience: "Experiência profissional inclui a atuação em diferentes áreas de negócio, gestão e implementação de projetos de software para apoio à decisão em empresas de grande porte no Brasil. Desenho e gestão de projetos inovadores de alto risco e grande expectativa por parte do cliente."

resolved_account_name: BIP Brasil


Bidisha Bankura

sourced_title: Consultant

firm: Blackmont Consulting

headline: INSEAD Scholar |Strategy Consultant |AI Transformation |Sustainability & Energy

about: When you start from scratch, all you have is your image itself. From day one, I knew that if I wanted to make an impact, I had to build something from the ground up, starting with myself. That mindset fueled my obsession with finding potential and growth through innovation. I’ve spent countless hours dissecting what makes businesses thrive, learning from the best, and exploring how strategy and creativity can turn overlooked ideas into real opportunities. Coming from an agricultural background, I learned how to merge local needs with global business solutions from transforming rural resources into sustainable ventures to empowering women through low-investment enterprises. I didn’t come from a legacy of business leaders, but I turned challenges into opportunities. That drive led me to achieve a GRE 337/340 and develop data-driven, strategic solutions that created tangible impact. Now, I’m stepping into the world of management, ready to turn insights into action. My strengths—strategic thinking, analytics, leadership, and problem-solving help me connect purpose with performance and innovation with impact. At 22, I’m just getting started, driven to create lasting change, push boundaries, and shape the future of business, one idea at a time.

position: Consultant

company: Blackmont Consulting

description: Project: Social Enterprise Growth & Scaling (Ongoing) • Advising the client on business model transformation by assessing product-market fit, value proposition, and 8+ customer segments for a social enterprise empowering 150+ rural women. • Synthesized industry research and ecosystem benchmarking across 30+ organizations to recommend commercialization pathways and GTM strategy across Amazon Karigar, Flipkart Samarth, D2C, and CSR gifting, targeting a 2–3× increase in customer reach. • Designed a

evidence_experience: "Advising the client on business model transformation by assessing product-market fit, value proposition, and 8+ customer segments for a social enterprise empowering 150+ rural women."

resolved_account_name: Blackmont Consulting


Davide Benetton

sourced_title: AI Tech Architect

headline: AI Tech Architect @BCG

position: AI Tech Architect

band_reasons: disqualified; ie_unclear; low_conf; company_concern; builder

evidence_experience: Only entry: "AI Tech Architect @ BCG Platinion (06/2026 - Present)" with no further description of scope or ownership.


Shiori Honda

sourced_title: Manager, Customer Relationship Management Sector, Digital-Process & Innovation Group

firm: ABeam Consulting

company: ABeam Consulting

band_reasons: disqualified; ie_unclear; low_conf

evidence_experience: Only one line of experience provided with no elaboration on scope, ownership, or internal vs external focus.

resolved_account_name: ABeam Consulting


Olga Marineas, pmp®

publicIdentifier: olga-marineas

sourced_title: Manager | AI Centre of Excellence

headline: Manager | PMO | AI Centre of Excellence at Grant Thornton Greece

about: Political scientist and certified project manager with 14 years of experience. Focused on achieving results within efficient scope-, time- and cost management.

position: Manager | AI Centre of Excellence

evidence_experience: Only entry: "Manager | AI Centre of Excellence @ Grant Thornton Greece (10/2025 - Present)" with About section describing generic PM background - no detail on function ownership, scope, or whether the AI CoE serves internal or client-facing purposes.


Jonathan Martiñón

publicIdentifier: jonathan-martinon

sourced_title: Head Data Nivel 1

headline: Data Scientist

about: Orgullosamente egresado de la primera generación en Ciencia de datos por parte de la UNAM. Titulado. Alto interés en la adquisición de nuevos conocimientos. Me emociona la idea de aprender nuevas tecnologías, desarrollar al máximo mis capacidades y apoyar un crecimiento mutuo. Habilidades en la generación de modelos de Machine Learning, análisis y explotación de grandes cantidades de información. Mi lema es «ver más allá de lo que los datos aparentan».

position: Head Data Nivel 1

band_reasons: disqualified; ie_unclear; company_concern; builder

evidence_experience: "Habilidades en la generación de modelos de Machine Learning, análisis y explotación de grandes cantidades de información." No mention of internal knowledge base, IP reuse, or governance ownership.


Sophoan Nuberon

publicIdentifier: sophoan-nuberon

firm: PeersGroup

headline: Titulaire d’un Master en Purchasing Management et Supply Chain Management

company: PeersGroup

evidence_experience: Only role listed is "Consultante Achats Market Data - BNP Paribas @ PeersGroup" - a procurement consulting placement at a named client with no mention of internal knowledge, AI, or governance function ownership.

resolved_account_name: PeersGroup


Marie Dugas

firm: Cofomo

headline: Directrice Principale - Groupe Innovation - Accompagnement client chez Cofomo

company: Cofomo

band_reasons: disqualified; ie_unclear; low_conf; company_concern

evidence_experience: Only the title/role name is provided with no further description of internal ownership or scope.

resolved_account_name: COFOMO


Clara Bézier

sourced_title: Analyste consultante - Stratégie, Transformation et Innovation

firm: Bartle

headline: Étudiante à AgroParisTech

company: Bartle

band_reasons: disqualified; low_conf

evidence_experience: Only one role listed, starting 01/2026, with no description of internal function ownership; headline shows current status as a student (Étudiante à AgroParisTech).

resolved_account_name: Bartle


Charis Chatzitoliou, mba

sourced_title: Quality & Risk Management Specialist

headline: Quality & Risk Management

about: POSITIVE THOUGHTS PRACTICAL THINKING ORGANISED

position: Quality & Risk Management Specialist

evidence_experience: No detail provided beyond title and dates; About section is a generic personal slogan with no substantive information.


Dr. max Gedig

sourced_title: Unit Lead Data Science & GenAI

firm: Scalian Germany AG

headline: Unit Lead Data Science & GenAI bei Scalian Germany AG | PhD

about: Mit mehrjähriger Erfahrung in Datenwissenschaft und Datenkommunikation habe ich mich auf die Entwicklung und Implementierung von innovativen datengetriebenen Lösungen spezialisiert. Als Unit Lead Data Science bei Scalian Germany AG leite ich ein dynamisches, interdisziplinäres Team und treibe technische Innovationen voran. Mein Ziel ist es, durch fortschrittliche Technologien wie Generative AI und Anomalieerkennung transformative Ergebnisse zu erzielen und gleichzeitig eine Kultur der Zusammenarbeit und kontinuierlichen Verbesserung zu fördern. Bei Scalian Germany AG habe ich erfolgreich zahlreiche Projekte in den Bereichen Datenvisualisierung, Simulation und maschinelles Lernen geleitet. Ich habe skalierbare Datenpipelines entwickelt, Anomalieerkennungsansätze implementiert und komplexe Monte-Carlo-Simulationen für autonomes Fahren mit GUI-Komponenten und Szenarien-Generatoren realisiert. Meine Arbeit zeichnet sich durch den Fokus auf technische Exzellenz, effiziente Projektsteuerung und die Förderung meines Teams aus.

position: Unit Lead Data Science & GenAI

company: Scalian Germany AG

description: Manage and mentor a cross-functional data team, driving technical delivery, solution design, and project execution. Lead a multi-person data science team across several parallel projects in data engineering, simulation, anomaly detection, and GenAI. Support team development through technical mentoring, project steering, and best practices for deployment and scalable solution design.

evidence_experience: "Lead a multi-person data science team across several parallel projects in data engineering, simulation, anomaly detection, and GenAI." - project delivery work, no mention of internal knowledge base or IP-reuse ownership.

resolved_account_name: Scalian Germany AG


Daniel gomes de Mello

sourced_title: Machine Learning Engineer | AI Agents & MLOps Specialist

firm: MJV Technology & Innovation

headline: Machine Learning Engineer | AI Engineer | AI Agents | Generative AI | MLOps | AWS | GCP | Azure

about: Engenheiro de Machine Learning com anos de experiência em soluções baseadas em IA, especializado em IA Generativa, Orquestração Multiagente e Fine-Tuning de LLMs. Expert em construção de pipelines MLOps, automação CI/CD e implantação de sistemas prontos para produção em AWS, GCP e Azure. Apaixonado por liderar projetos inovadores, enfrentando desafios estratégicos para criar soluções de IA escaláveis e arquiteturas avançadas de agentes que geram impacto real.

company: MJV Technology & Innovation

description: Liderou iniciativas de inovação com IA Generativa, aplicando Prompt Engineering e arquiteturas escaláveis para integrar assistentes inteligentes em fluxos corporativos. Projetou e implementou orquestração multiagente usando LangGraph, LangChain e CrewAI, integrando com Google ADK para automação completa de workflows.

evidence_experience: "Projetou e implementou orquestração multiagente usando LangGraph, LangChain e CrewAI, integrando com Google ADK para automação completa de workflows." - individual contributor building AI systems, no function ownership described.

resolved_account_name: MJV Technology & Innovation


Cecilia Mazzer

publicIdentifier: cecilia-mazzer

sourced_title: Change & Digital Adoption Specialist

firm: Arsenalia

email_status: ok/good

headline: People & Process Improvement | Digital Adoption & AI Enthusiast | Engagement-driven mindset

about: 💛 I work in Digital Adoption within the People & Organisations domain at Arsenalia.I help organizations make digital change clear, structured and human.My work sits at the intersection of strategy, processes and communication - because tools alone don’t transform companies. People do.🌱 Design and structure SharePoint intranet environments as living ecosystems🗺 Map and document processes (PED) to bring clarity and direction📣 Activate internal channels like Viva Engage to foster real engagement🤖 Communicate Microsoft Copilot and AI features in a simple, practical, human way🎓 Support training initiatives to build confidence around digital changeEverything I do is tailor-made.I start by listening, then translate complexity into clear processes, usable tools and engaging communication.For me, digital adoption is not about platforms.It’s about clarity, trust and shared understanding.Strategy gives direction.Processes give structure.Engagement makes it work.

position: Change & Digital Adoption Specialist

company: Arsenalia

description: Supporting digital transformation initiatives within the People & Organisations domain, with a focus on digital adoption, process clarity and internal communication. Key responsibilities and contributions: AI & Digital Adoption Trainer Design and structuring of SharePoint intranet environments as integrated communication and process ecosystems Process mapping and documentation (PED) to improve clarity, alignment and operational understanding Activation and management of internal communication ch

disposition: QUALIFIED

primary_strip: C

internal_vs_external: internal

evidence_experience: "Design and structuring of SharePoint intranet environments as integrated communication and process ecosystems" and "Process mapping and documentation (PED) to improve clarity, alignment and operational understanding" - hands-on internal knowledge/process/communication work, not ownership of a firm-wide function, and ambiguous whether this is delivered to Arsenalia internally or as a service to Arsenalia's clients.

resolved_account_name: Arsenalia


Mario Fuentes martínez

publicIdentifier: mariofuentesmartinez

sourced_title: AML/CFT Compliance Manager. Senior Consultant. Área Real Estate y Bancario. Proyecto Solvia.

firm: Nfq Advisory, Solutions, Outsourcing

about: ► Licenciado en ADE con más de doce años de experiencia profesional en diferentes sectores: Bancario, Inmobiliario - Real Estate, Seguros y Financiero. Máster en Dirección Financiera y Control (EAE Business School). Áreas de especialización: Compliance, Prevención y Blanqueo de Capitales (PBC/FT), formalización, carteras de activos inmobiliarios, comercial - ventas y finanzas. Considero que para realizar un buen trabajo en cualquier puesto de una compañía, es fundamental conocer y profundizar en los distintos engranajes que la componen, partiendo siempre de puntos fundamentales como son el área financiera y control de gestión. Por ello, realicé el Máster en Dirección Financiera y Control en la EAE Business School, el cual me ayudó a especializar mi perfil profesional dotándome de grandes ventajas competitivas en cuanto a conocimientos y habilidades sobre las diferentes áreas de una organización. Por supuesto, estos conocimientos los he podido transferir, adaptar e integrar en los diferentes puestos de trabajo que he tenido hasta el momento, estableciendo sinergias con otros tipos de tareas que he desempeñado fuera del ámbito del área financiera. ✔ Durante todos estos años de experiencia en empresas de diferentes sectores, he ido aprendiendo cada día y obteniendo grandes habilidades que me potencian como profesional, intentando cumplir siempre los objetivos corporativos en base a los ingredientes que mejor definen mi persona: positiva, dinámica, proactiva, con mucha energía y vitalidad, comprometida, flexible y con gran resiliencia. ✔ Combinando estas cualidades personales con una alta formación y otras competencias que he adquirido hasta el momento como por ejemplo el trabajo en equipo, gestión del cambio, liderazgo, calidad en el trabajo y servicio al cliente, alta cap

company: Nfq Advisory, Solutions, Outsourcing

description: - Control de aplicación de filtros de Prevención de Blanqueo de Capitales (PBC/FT) según diligencias establecidas en los diferentes manuales de las principales carteras de activos (Cerberus y Sabadell). - Clasificación de expedientes según matriz de riesgos y elaboración de actas/informes a la Unidad Técnica (OCI) para posterior sanción. - Coordinación y gestión del equipo de analistas (organización, supervisión, asignación y seguimiento). - Reporting. - Optimización e Implementación de procesos

evidence_experience: Control de aplicación de filtros de Prevención de Blanqueo de Capitales (PBC/FT) según diligencias establecidas en los diferentes manuales de las principales carteras de activos (Cerberus y Sabadell). Coordinación y gestión del equipo de analistas.


Nickolas G.

publicIdentifier: nickolas-gheller

sourced_title: Senior Optimization Data Scientist

headline: Cientista de Dados Sênior

about: As a Data Scientist and Operations Research professional, I apply optimization, mathematical modeling, and data analysis to solve complex problems in logistics and energy systems. I work on developing scalable decision support tools, transforming operational challenges into high-impact quantitative solutions. Currently, I am part of the Optimization team at Raízen, working on the main planning tool for primary fuel logistics. I have previous experience in consulting, working on energy studies and stochastic optimization. My skills include Data Science, Algorithms, Python, Statistics, and the use of commercial solvers (CPLEX, Gurobi, Xpress). I constantly seek to generate value through robust, efficient, and impactful solutions.

position: Senior Optimization Data Scientist

band_reasons: disqualified; company_concern; builder

evidence_experience: "Currently, I am part of the Optimization team at Raízen, working on the main planning tool for primary fuel logistics."


Adam m. Schacht, cpa

sourced_title: Consulting Director - Governance, Risk, & Compliance

firm: Clearsulting

headline: Management Consulting - Clearsulting

about: CPA and Graduate of the University of Northern Colorado's Monfort College of Business with degrees in Accounting & Finance. Currently work in the greater Denver area in Management Consulting with Clearsulting, LLP.

company: Clearsulting

evidence_experience: CPA working in Management Consulting with Clearsulting, LLP; GRC consulting director role with no described internal function ownership.

resolved_account_name: Clearsulting


Marta Santaescolástica peligros

publicIdentifier: marta-santaescolastica-peligros

sourced_title: Senior AI Tech Architect

headline: Senior AI Tech Architect at Boston Consulting Group

about: Telecommunications Engineer and Master's in Big Data Analytics. Specialized in DevOps and Data projects, passionate about using technology to drive progress and solve complex challenges. Committed to transforming data into actionable insights and optimizing system efficiencies

position: Senior AI Tech Architect

description: - Develop a multi-Cloud Strategy for a Financial Institution - Execute a technical assessment of the integration architecture between the core banking system and satellite applications, and design a modern API-based architecture, including definition of standards, governance model and team enablement framework

evidence_experience: "Develop a multi-Cloud Strategy for a Financial Institution - Execute a technical assessment of the integration architecture between the core banking system and satellite applications"


Fabien Ponsot

firm: ADIT

headline: Directeur Business Unit - Third Party Compliance chez ADIT

company: ADIT

description: Je pilote désormais l'une des 6 Business Unit de l'ADIT - la BU Third party Compliance qui regroupe 2 départements, le Département Due Diligence et le Département Screening

resolved_account_name: ADIT


Joanne H.

publicIdentifier: joannehoh

sourced_title: Group Legal Officer, Director of Legal & Compliance Division (M&A Lead Counsel)

firm: YCP

headline: International M&A and Investments | Corporate Commercial Counsel / Lawyer

about: [Interested in international / regional / remote M&A roles]M&A and investments, corporate commercial lawyer called to the Bar since 2018.Management - As the Group Legal Officer and Director of the Legal & Compliance Division at YCP, a global consulting firm listed on the Tokyo Stock Exchange, I advise the C-suite officers directly and oversee legal and compliance matters across international operations.Subject matter expert for M&A and investments - I specialize in mergers and acquisitions, providing end-to-end management of M&A and (direct & fund) investment activities while partnering with business teams on complex advisory engagements and strategic structuring. Industries:Automotive, Oil & Gas / Energy, Consulting, FinTech, Technology and Telecommunications, Media, Manufacturing, Construction, Real Estate, Logistics, Banking and Insurance, Retail / Wholesale, Education, Healthcare, Food, etc.

company: YCP

description: YCP is an international consulting company, specialising in corporate strategy. Based in Singapore and listed on the Tokyo Stock Exchange, YCP has presence across the globe. - De facto Head of Legal (reports directly to CEO), overseeing legal and compliance matters of YCP group, and casting oversight on regional counsel for operational contracting work across Japan, SEA, India, Greater China, Americas, EU, and the Middle East. - M&A lead counsel, managing M&A and investment activities of YCP end

band_reasons: disqualified; owns_internal_but_killed

evidence_experience: De facto Head of Legal (reports directly to CEO), overseeing legal and compliance matters of YCP group... M&A lead counsel, managing M&A and investment activities of YCP end-to-end.


Claudio Leonarduzzi

publicIdentifier: claudio-leonarduzzi

headline: GenAI Explorer | Project Manager & AI Solution Specialist | Quando qualcuno mi chiede perché studiare filosofia, gli rispondo: «Ti piacciono le domande senza risposta?»

about: Project Manager & AI Solution Specialist con un forte orientamento all’innovazione e oltre 2 anni di esperienza nella progettazione e integrazione di soluzioni AI (con focus su Generative AI e Prompt Engineering). Ho guidato team multidisciplinari nello sviluppo di agenti AI, sistemi RAG e use case su misura per settori come banking, assicurazioni e PA. Background umanistico (Filosofia e Comunicazione) e solida competenza in Project Management (certificazione Agile).

evidence_experience: "Ho guidato team multidisciplinari nello sviluppo di agenti AI, sistemi RAG e use case su misura per settori come banking, assicurazioni e PA" - leading development of AI solutions delivered to clients across industries, not internal firm knowledge management.


Renee Hardy

sourced_title: Vice-Présidente adjointe - Groupe Innovation Réussite client

firm: COFOMO

headline: Vice-Présidente Adjointe, Groupe Innovation - Réussite client

company: COFOMO

evidence_experience: No further detail beyond the title itself is provided for this role.


Simone Esposito

publicIdentifier: imesimone

headline: IT Architect | BCG Platinion

evidence_experience: Only entry is the current role title and employer with no descriptive text about scope, ownership, or internal vs external focus.


Ankush Sharma

sourced_title: Associate Director - Technology Risk

firm: Pierag Consulting

headline: Enterprise Technology & Data Risk | Financial Systems Governance | CA

about: Enterprise Technology & Data Risk and Financial Systems Governance focused on strengthening financial reporting integrity, data governance, regulatory alignment, and operational resilience across complex, multi-entity environments. Chartered Accountant with over 13 years of experience leading SOX-aligned IT control frameworks, ERP governance across SAP and Oracle landscapes, and enterprise technology risk architectures within regulated environments, including financial services. Brings an integrated financial and data risk lens to technology environments — translating control exposures into measurable financial, operational, and regulatory impact, and ensuring technology and data risks operate within defined enterprise risk appetite and governance expectations.

position: Associate Director - Technology Risk

company: Pierag Consulting

evidence_experience: "leading SOX-aligned IT control frameworks, ERP governance across SAP and Oracle landscapes, and enterprise technology risk architectures within regulated environments, including financial services" - this describes client-facing risk consulting delivery, not internal firm knowledge/AI ownership.

resolved_account_name: Pierag Consulting


Robert Rivard

sourced_title: Conseiller en architecture de données

firm: Commission des normes, de l'équité, de la santé et de la sécurité du travail (CNESST)

headline: Architecte de données

position: Conseiller en architecture de données

evidence_experience: Only role listed: "Conseiller en architecture de données @ CNESST (08/2025 - Present)" with no further description of scope or ownership.


Go Kiguchi

sourced_title: Director / SEA AI Initiative Lead / SEA Trading Sector Deputy Lead

firm: ABeam Consulting Thailand

headline: ABeam Consulting Thailand /Director /SEA-AI Initiative Lead /SEA Trading Sector Deputy Lead

company: ABeam Consulting Thailand

evidence_experience: Only the title/headline is provided with no descriptive text about the nature of the "AI Initiative Lead" role (internal adoption vs client-facing AI practice) or the "Trading Sector" work (suggests a client industry-vertical role, which would be external).


Lucas Geraldo

publicIdentifier: lucasgeraldo

sourced_title: Senior Data Engineer

firm: Visagio

headline: Global Data Engineer | Data & Analytics Tower at Anheuser-Busch InBev

about: I am a curious and restless person, always seeking new solutions and ways to improve processes. My professional journey has allowed me to work with organizations ranging from startups to multinational companies, fostering collaboration between technical and business teams to make strategic, data-driven decisions. This ability to bridge technical knowledge with business vision has been a key differentiator in delivering projects that create real value for companies. My experience includes building robust and scalable ETL pipelines using tools from Azure and GCP platforms, as well as languages like SQL, Python, and PySpark. I have expertise in data modeling, designing, and optimizing data ingestion and transformation processes. My technical skills are complemented by a solid understanding of best practices in data governance, code versioning, and task automation to ensure efficiency and reliability. One of the greatest milestones of my career was being part of the team responsible for capturing, transforming, and delivering the data generated by the FIFA World Cup 2022. Working on an event of this magnitude, where data was crucial to achieving the year’s key global goals, was an enriching challenge and a unique opportunity to apply advanced knowledge in a highly complex and large-scale environment.

position: Senior Data Engineer

company: Visagio

evidence_experience: "My experience includes building robust and scalable ETL pipelines using tools from Azure and GCP platforms, as well as languages like SQL, Python, and PySpark."

resolved_account_name: Visagio


Saran kumar Arunan

sourced_title: Agentic AI Consultant

headline: Agentic AI Consultant @ ABeam Consulting

about: AI Engineer with a Bachelor’s degree in Artificial Intelligence and hands-on experience in machine learning, deep learning, and backend systems development. Experienced in designing, fine-tuning, and deploying end-to-end AI solutions, including data pipelines, model optimization, and on-device inference using TensorFlow Lite. Demonstrated ability to build scalable backend systems and integrate AI models into production environments. Currently working on enterprise LMS platforms while actively upskilling in LLM engineering, Retrieval-Augmented Generation (RAG), QLoRA, and AI agents. Seeking to leverage AI and full-stack expertise to develop intelligent, scalable systems powered by machine learning and generative AI.

position: Agentic AI Consultant

band_reasons: disqualified; ie_unclear; builder

evidence_experience: "AI Engineer with a Bachelor's degree in Artificial Intelligence and hands-on experience in machine learning, deep learning, and backend systems development... Currently working on enterprise LMS platforms while actively upskilling in LLM engineering, Retrieval-Augmented Generation (RAG), QLoRA, and AI agents."


Yuanyue elodie Xu

publicIdentifier: yuanyue-xu

sourced_title: Consultant

headline: Product management | PSPO I | Data & Project management | Innovation | Data | Payment | Fraud & Risk Management | FRM Level 1 Passed

about: - Particularly skilled in: Data analysis and agile project management, passionate about Tech 🚀 - Highly motivated and results-oriented, passionate about continuous improvement 🧠 - Fluency in English, French and Chinese 🌏 Consulting | Project management | Data analysis | Innovation | AI | FinTech | Agile method | Scrum | Digital transformation | Product management | Google Cloud Platform | Risk Analysis | Business Analysis | Blockchain | Crypto | Self development | Psychology 📞 Contacts: xu.yuanyue123@gmail.com & +33 6 02 51 95 99

evidence_experience: Only one experience entry listed: "Consultant @ Magellan Consulting - Groupe Magellan Partners (09/2022 - Present)" with no further description of scope or ownership.


Nora Asam

publicIdentifier: noraasam

sourced_title: AI Tech Consultant

firm: BCG Platinion

headline: AI Tech Consultant bei BCG Platinion

about: 👋🏼 Hi, ich bin Nora 👩🏼💻 AI Tech Consultant bei BCG Platinion, wo ich bei der Entwicklung innovativer IT-Lösungen mitwirke und Unternehmen bei ihrer digitalen Transformation unterstütze🎓 B.Sc. in Wirtschaftsinformatik (Mai 2024)🎿📖 In meiner Freizeit mache ich gerne Sport, schlendere durch München oder lese ein gutes Buch

company: BCG Platinion

evidence_experience: "wo ich bei der Entwicklung innovativer IT-Lösungen mitwirke und Unternehmen bei ihrer digitalen Transformation unterstütze" - describes client-facing IT solution delivery, no mention of internal knowledge/AI ownership.


Nico Clarner

sourced_title: Principal

headline: Principal for AI in Industrial Goods at BCG Platinion, BCG X AutoAI

position: Principal

description: Leadership member of BCG Platinion's Industrial Goods Practice Area serving our clients across automotive & mobility, chemicals and process industry as well es manufacturers of engineered products & technology. Focus on designing and building AI products, AI agents, agentic systems & platforms, data platforms and operating models, and cloud-based architectures.

evidence_experience: Leadership member of BCG Platinion's Industrial Goods Practice Area serving our clients across automotive & mobility, chemicals and process industry... Focus on designing and building AI products, AI agents, agentic systems & platforms, data platforms and operating models, and cloud-based architectures.


Konrad Glock

publicIdentifier: konrad-glock

headline: AI Tech Consultant @ BCG Platinion | Information Systems @ TUM | TUM.ai

evidence_experience: Only one role listed: "AI Tech Consultant @ BCG Platinion (07/2026 - Present)" with no further description of internal ownership or scope.


Francesco Romano

sourced_title: Web Content Specialist

headline: Web Content Manager presso Vulcano Agency

position: Web Content Specialist

evidence_experience: No description of internal knowledge, AI, IP-reuse, or governance function ownership; role is web content management, a marketing/communications function.


Danilo Lapa

publicIdentifier: danilolapa

sourced_title: Data Scientist Consultant

firm: Aquila Consultoria em Gestão

headline: Data Scientist Consultant @ Aquila Consultoria | Machine Learning Engineer | Python | SQL | Scikit-learn | Azure | GCP | AI Agents | PySpark | LLM

about: Data Scientist and Machine Learning Engineer with professional experience developing data-driven solutions using Python, SQL, Scikit-learn, Power BI, Azure, Databricks, and modern Machine Learning techniques.Currently working as a Data Scientist Consultant at Aquila Consultoria em Gestão, contributing to the Recife Operations Center's real-time municipal monitoring platform. My work includes climate risk classification, traffic anomaly detection, clustering of meteorological variables, decision-support models, and real-time data analysis to support resource allocation, urban mobility, and public-sector planning.My experience spans end-to-end Data Science workflows, including data ingestion, ETL/ELT, exploratory data analysis, feature engineering, supervised and unsupervised Machine Learning, predictive modeling, model evaluation, data visualization, and analytical solution development.I hold a Bachelor's degree in Information Systems from the Centro de Informática at UFPE, where I also developed research experience applying Machine Learning to public health and spatiotemporal prediction problems.I am particularly interested in opportunities involving Data Science, Machine Learning, Applied AI, Cloud Data Platforms, and large-scale analytics, where I can combine technical depth with practical problem-solving to build reliable and impactful data products.

position: Data Scientist Consultant

company: Aquila Consultoria em Gestão

description: Contributing to the Recife Operations Center's real time municipal monitoring platform, developing Data Science and AI solutions for urban mobility, climate risk, and operational decision making. Designed and implemented an end to end climate risk classification solution using Python, Pandas, meteorological clustering, and weighted decision matrices, enabling near real time identification of weather related risks across Recife. Contributed to the development of a real time traffic anomaly detect

evidence_experience: "Contributing to the Recife Operations Center's real time municipal monitoring platform, developing Data Science and AI solutions for urban mobility, climate risk, and operational decision making."

resolved_account_name: Aquila Consultoria em Gestão


Dinesh K.

sourced_title: Manager

headline: Manager at YCP

about: Digital Transformation and Data Consultant with 8+ years of experience designing and delivering technology-led solutions across mining and asset-intensive environments.My work sits at the intersection of operations, data and technology — translating complex business challenges into practical digital solutions that improve visibility, decision-making and operational performance.I have worked across mining operations, maintenance, supply chain and procurement, delivering solutions spanning operational analytics, enterprise applications, workflow automation, ERP-integrated processes, data governance and applied AI.My experience goes beyond reporting and analytics. I work across the solution lifecycle — from understanding business processes and defining requirements to solution design, data architecture, application development, integration, implementation, user adoption and continuous improvement.My technical background includes Power BI, SQL, Python, Microsoft Power Platform, SharePoint, Azure technologies and enterprise data environments. I have also worked with operational and ERP ecosystems including Oracle, Pronto and SAP transformation environments.What interests me most is solving problems where technology alone is not the answer — where operational understanding, data quality, process design and the right technology architecture need to come together.My focus continues to evolve toward enterprise solution architecture, Data & AI and digital transformation — particularly in mining and other asset-intensive industries.

position: Manager

evidence_experience: "Digital Transformation and Data Consultant with 8+ years of experience designing and delivering technology-led solutions across mining and asset-intensive environments" and "I have worked across mining operations, maintenance, supply chain and procurement, delivering solutions spanning operational analytics, enterprise applications, workflow automation, ERP-integrated processes, data governance and applied AI"


François Latière

sourced_title: Partner - Risk Management & Bank

firm: Nexialog Consulting

headline: Partner, Risk Management & Bank at NEXIALOG Consulting

position: Partner - Risk Management & Bank

company: Nexialog Consulting

evidence_experience: Only one role listed with no description beyond title; "Risk Management & Bank" indicates a client-facing practice area (serving banking clients on risk topics), not internal firm operations.

resolved_account_name: Nexialog Consulting


Sören Glaser-gallion

sourced_title: AI Architect (Consultant)

headline: @BCG Platinion | M.Sc. TUM

position: AI Architect (Consultant)

evidence_experience: Only entry: "AI Architect (Consultant) @ BCG Platinion (10/2025 - Present)" - no description of internal ownership or scope provided.


Antonio sergio Silva matos

sourced_title: Senior Data Analyst II - Data Science & Analytics

firm: BIP Brasil

headline: Data Analytics | Bayer Production Research | Python | R | SQL | Google BigQuery

about: Graduated in Control and Automation Engineering from the Federal University of Uberlândia Exchange in France as a student in automation, systems and information engineering at the French institution Grenoble INP-ENSE3 (Ecole nationale supérieure de l'énergie, l'eau et l'environnement) for a semester and a six-month internship at SIEMENS S.A.S in Grenoble.Data analyst with experience in processing, descriptive and inferential analysis, data visualization, process automation, machine learning. Finishied my postgraduate studies in Artificial Intelligence and Machine Larning to improve my knowledge in data science and machine learning.Technical skills:- Python (Numpy, Pandas, Seaborn, Matplotlib, Streamlit, Scikit-Learn)- BI (Power Bi, TIBCO Spotfire)- Machine Learning (ML)- SQL- GCP-Shinny-Statistical modeling

company: BIP Brasil

evidence_experience: "I work as an external collaborator, providing services for Bayer's SPI (Seed Production Innovation) Computacional Science Global team – Crop Science."


Yahya Doghmi

sourced_title: Manager - Finance, Control & Compliance

headline: Manager @Nexialog consulting | Carve-out & TSA Delivery | Post-M&A Transition Programs

position: Manager - Finance, Control & Compliance

evidence_experience: "Manager - Finance, Control & Compliance @ Nexialog Consulting (02/2025 - Present)"


Alejandro Giraldo henao

publicIdentifier: algiraldohe

firm: BASE life science

headline: Data Lead | Helping fintechs build audit and AI ready data systems.

about: As a data-driven professional, I possess a keen sense of intuition and logic, as well as empathy and situational awareness. Drawing on my business background, I am skilled in communicating complex technical concepts to both technical and non-technical stakeholders, with a deep understanding of critical business processes, particularly in finance and operations. I excel in data processing, analysis, mining, and modeling, as well as expertise in ETL processes using Python, and the design and implementation of SaaS data solutions, ranging from processing applications to advanced machine learning techniques. My approach is highly focused on agile, objective-oriented methodologies, ensuring maximum efficiency and effectiveness in delivering value to clients.

company: BASE life science

description: • Improved compliance adherence and reduced review cycles times by building AI-powered assistants to streamline and accelerate Medical, Legal and Regulatory (MLR) review workflows within Veeva Promomats. • Reduced time to market of software releases by implementing a data-driven approach to monitor and optimize the software development lifecycle.

evidence_experience: Improved compliance adherence and reduced review cycle times by building AI-powered assistants to streamline and accelerate Medical, Legal and Regulatory (MLR) review workflows within Veeva Promomats.

resolved_account_name: BASE life science


Laurenz Baumgart

headline: AI Tech Consultant @BCG Platinion

position: AI Tech Consultant

evidence_experience: AI Tech Consultant @ BCG Platinion (05/2025 - Present) - no further detail provided

resolved_account_name: BCG Platinion


Anna Łozińska

publicIdentifier: anna-lozinska

sourced_title: Manager | AI & Automation Delivery

headline: Manager | AI & Automation | Delivery & Leadership

about: AI & Automation delivery manager with 8+ years in pharmaceutical and life sciences IT. I've taken projects from first conversation to global production, delivering 10+ AI and data initiatives across 20+ markets and 6+ languages. My path started hands-on in data engineering and technical delivery, which gave me a deep understanding of what it takes to build things that actually work in regulated environments. Now I lead AI teams, shape solutions, and make sure complex initiatives land with real impact. I thrive in ambiguous settings where clarity doesn't exist yet and someone needs to create it. Takes ownership early, follows through until it's done. Always open to connecting with people working at the intersection of AI, pharma, and practical delivery.

position: Manager | AI & Automation Delivery

evidence_experience: "delivering 10+ AI and data initiatives across 20+ markets and 6+ languages" and "Now I lead AI teams, shape solutions, and make sure complex initiatives land with real impact" - describes client project delivery leadership, not internal firm knowledge/IP function ownership.


Carolina Müller machado

sourced_title: Innovation Manager LATAM+US / Design and Culture

headline: Service Design + Design Research + Innovation | Innovation Manager LATAM+US @ MJV Technology & Innovation

about: A creative professional with 15 years of professional experience in the field of Design and over 4 years of experience in Service Design Thinking, Innovation and Entrepreneurship. Project leader for international clients in Europe and Brazil.Specialties:Service designUser-centered DesignDesign ThinkingDesign Research / Consumer ResearchCultural TransformationCapability DevelopmentInstructional DesignStrategic StorytellingVisual Communication

evidence_experience: Project leader for international clients in Europe and Brazil. Specialties: Service design, User-centered Design, Design Thinking, Design Research / Consumer Research, Cultural Transformation, Capability Development, Instructional Design, Strategic Storytelling, Visual Communication


Paulo Soderi noronha

publicIdentifier: psoderi

sourced_title: Lead Data Engineer

headline: Lead Data Engineer at Nfq Advisory United Kingdom

about: I’m a Data Cloud Migration Strategy Specialist who helps companies move their data from older systems into modern cloud data platforms, I work with teams to figure out the best migration plan, keep cloud migrations on track, and make sure data stays clean, secure, and useful once it lands in the cloud. I am passionate about IT, which is my profession and my hobby. I started my career in 2011 as a full stack developer, working on Java and web application projects. Over time, I shifted my focus to the data space, transitioning into a data engineering role. I’ve been fully immersed in the data and cloud ecosystem ever since. What I’m good at: - Breaking down complex migrations into manageable steps. - Helping companies get real value from their data once it’s in the cloud. - Working with tech teams and business leaders to make sure everyone’s speaking the same language. - Keeping data quality, governance, and security. - Troubleshooting issues and proposing solutions for new problems along the journey. I’m all about collaboration, practical solutions, and keeping things as smooth as possible. Data migrations are challenging, but they don’t have to be painful.

position: Lead Data Engineer

evidence_experience: "I'm a Data Cloud Migration Strategy Specialist who helps companies move their data from older systems into modern cloud data platforms"

resolved_account_name: Nfq Advisory, Solutions, Outsourcing


Clothilde Huet

publicIdentifier: clothilde

sourced_title: Innovation & Design Lead

firm: Kisio

headline: Innovation & Design Lead at Kisio (groupe Keolis)

about: Passionate about the potential for creativity offered by new technologies in terms of new experiences to design, since 2009 I have been supporting organizations and employees in their business transformation, by designing and implementing innovative solutions to serve their strategy. I work on missions in complex environments in close collaboration with multidisciplinary teams. I have an holistic and user-centered approach which allows me to design emotionally engaging products, services or programs and to unite all stakeholders around a common goal. #strategy #innovation #experience #service #design #transformation #agile # userexperiencedesign #testandlearn

position: Innovation & Design Lead

company: Kisio

description: I lead a team of 5 people to design innovative services (B2C and B2B). One of our current missions is to design new user journeys and interfaces for future station sales tools, in a cross-functional way. We are designing the interfaces of the future transport ticket vending machines for travellers, but also the sales applications for agents at the counter and on the move (PC and mobile), as well as the back office part to administer and supervise the whole sales channels. In order to create a fl

evidence_experience: I lead a team of 5 people to design innovative services (B2C and B2B)... designing the interfaces of the future transport ticket vending machines for travellers, sales applications for agents, and back office to administer sales channels.

resolved_account_name: Kisio


Paula Cassel

sourced_title: Gerente de Governança de TI, Segurança da Informação, Proteção de Dados - DPO

firm: MJV Technology & Innovation

headline: Advogada | Data Protection Officer | DPO| LGPD | GDPR | Compliance | Gestão de Tecnologia da Informação (GTI) | Governança de TI | Segurança da Informação | CPC-A | PDPE

about: Advogada, Gestora de Tecnologia da Informação, Data Protection Officer (DPO) certificada, especialista em proteção de dados pessoais, compliance, governança de TI e Segurança da Informação. Atuação em projetos estratégicos de adequação à LGPD, certificações ISO 27001 e 27701, bem como desenvolvimento de políticas de governança com base no ITIL. Atuação multidisciplinar em empresas públicas e privadas, com interface entre direito, governança, tecnologia e negócio.

description: Responsável pela implementação e gestão de iniciativas em proteção de dados (DPO), compliance, governança de TI (ITSM) e segurança da informação. Atuação estratégica em ambientes multidisciplinares, com forte interface entre jurídico, TI e liderança executiva. Principais atividades: • Elaboração, revisão e implementação de políticas e diretrizes de governança de TI, segurança da informação e proteção de dados; • Condução de treinamentos e desenvolvimento de materiais de conscientização • Produçã

disposition: STRONG

primary_strip: B

evidence_experience: "Responsável pela implementação e gestão de iniciativas em proteção de dados (DPO), compliance, governança de TI (ITSM) e segurança da informação... Elaboração, revisão e implementação de políticas e diretrizes de governança de TI, segurança da informação e proteção de dados"


Weisser Calderan

publicIdentifier: weissercalderan

sourced_title: Data Specialist (Tech Lead)

headline: Consultor de Dados (SQL/ETL/BI/DQ/MDM) - Líder Técnico

about: Active professional since 2015 in the area of data integration (ETL), business intelligence (BI), data quality, master data management, and data masking, with specialization in Informatica Corporation tools. I am certified in PowerCenter Data Integration 10: Developer. I have worked in public organizations in Brasília, such as Banco Regional de Brasília - BRB, Ministry of Health - DATASUS, National Land Transport Agency - ANTT, Central Bank of Brazil - BACEN, National Health Surveillance Agency - ANVISA, and in private companies such as Renner (Retail) and Claro (Telecommunications), with projects including CDC (Change Data Capture), SCD (Slowly Changing Dimension), data modeling, orchestration/automation, and command lines.

position: Data Specialist (Tech Lead)

description: Consulting, leadership, development and data solutions architecture, focusing on data integration from different sources and high volume, mainly through Informatica Cloud and Informatica PowerCenter tools, including: analysis and performance improvement of SQL scripts, development of scripts in shell (unix), automation and orchestration of loads (CI/CD) and data quality treatment.

evidence_experience: "Consulting, leadership, development and data solutions architecture, focusing on data integration from different sources and high volume... including: analysis and performance improvement of SQL scripts, development of scripts in shell (unix), automation and orchestration of loads (CI/CD) and data quality treatment."


Manish Sah

sourced_title: Manager – Market Research & Client Solutions

firm: IMARC Services Private Limited

about: • Accomplished market research professional with over 10 years of experience leading and executing numerous consulting and syndicated market research projects across diverse industries, including automotive, chemicals, BFSI/fintech, FMCG, TMT, electronics, machinery and manufacturing, and more • Demonstrated expertise in team management and end-to-end project management, with a strong track record in qualitative and quantitative research methodologies, competitive analysis, and go-to-market (GTM) strategy development. Proficient in project planning and execution, including secondary research, questionnaire design, primary research (in-depth interviews), data mining, cleaning, triangulation/validation, data analysis, visualization, and interpretation, market sizing, forecasting/modeling, customized and syndicated report writing, client presentations, and delivering actionable insights for strategic decision-making • A logical thinker with proven problem-solving and quick learning abilities, and an excellent team player. Holding a bachelor's degree in Mechanical Engineering from National Institute Of Technology (NIT) Allahabad • Currently leading and managing a team of 10-12 professionals on multiple custom and syndicated market research projects across diverse industries, ensuring high-quality deliverables that meet client expectations o Overseeing the end-to-end project lifecycle from inception to completion for customized and syndicated research reports, maintaining quality standards throughout the process o Delivering actionable strategic recommendations to help clients optimize their Go-to-Market (GTM) strategies and drive sustainable business growth o Collaborating with clients to identify business opportunities and develop tailored strategies for long-term success

company: IMARC Services Private Limited

evidence_experience: "leading and managing a team of 10-12 professionals on multiple custom and syndicated market research projects... Delivering actionable strategic recommendations to help clients"

resolved_account_name: IMARC Services Private Limited


Nicolette Williamson

publicIdentifier: nicolettespykerman

headline: BCG Platinion EMESA Learning & Development Senior Manager

about: I design learning services that work at scale — without losing the human experience. I work at the intersection of people, systems, and change, with a focus on building L&D operating models that are efficient, intuitive, and grounded in strong human values. Integrity, respect, and dignity guide how I lead and build trust. I’m driven by understanding what motivates people and designing environments where teams can do their best work. My background spans therapeutic, commercial, and learning contexts, shaping a leadership style grounded in listening, clarity, and delivery. I’m determined, thoughtful in execution, and comfortable navigating ambiguity to achieve meaningful outcomes. Learning energizes me — especially where technology reshapes how work gets done. Today, my focus is reimagining L&D operating models in the context of AI and automation, and designing learning services that genuinely meet people where they are.

evidence_experience: "I design learning services that work at scale ... focus on building L&D operating models that are efficient, intuitive, and grounded in strong human values."


Andy Sooben

sourced_title: Consultant confirmé - Risk Management & Bank

evidence_experience: "Actuellement en mission chez BNP PF - Refonte RDS : PD, LGD, CCF Missions précédentes : Crédit Mutuel Arkéa - Implémentation de la méthodologie PD Forward-Looking LDP Carrefour Banque & Assurance : Modèles de projection de PD Forward-Looking"


'seyi Matthew (cbap)

publicIdentifier: megbowon-seyi

sourced_title: Lead Business Analyst ( Process Re-engineering/ Automation, AML Analyst / Risk Analyst/ Compliance)

firm: Expertedge Consulting

headline: Lead Business Analyst | Project Management | Financial Analyst | Process Re-Engineering

about: I believe that nothing is impossible to achieve and this has been the spring board for my personal resilience and doggedness! "I always innovate and illuminate my world and environment with my winning strategy" As a seasoned Business Analyst with nine years of experience, I bring a wealth of knowledge to the table. I have a proven track record of using requirements and data-driven insights to develop solutions that drive business growth and increase operational efficiency. I am skilled at identifying trends, analysing complex business problems, data sets, and developing actionable recommendations that help organizations achieve their goals. My ability to work collaboratively with cross-functional teams and communicate effectively with stakeholders has been instrumental in my success along with my talent for building strong relationships with stakeholders. I am committed to staying up-to-date with the latest industry trends and technologies, and I am always looking for new challenges that allow me to use my skills and expertise to make a real impact. If you are looking for a results-oriented Business Analyst who can help take your organization to the next level, I would be thrilled to connect with you.

company: Expertedge Consulting

band_reasons: disqualified; ie_unclear

evidence_experience: "seasoned Business Analyst with nine years of experience... using requirements and data-driven insights to develop solutions that drive business growth and increase operational efficiency" - generic BA work, no internal KM/AI function ownership evident

resolved_account_name: Expertedge Consulting Group (ECG)


Benjamin K.

sourced_title: Team Lead Information Security

firm: d-fine

headline: Ph.D. in C.S. | Team Lead Information Security at d-fine GmbH | Lecturer

about: I hold a Ph.D. in Computer Science from the Open Universiteit and I am working as an information security specialist at d-fine. My academic background includes web security and privacy expertise, focusing on web measurements and bot detection. Additionally, I have been lecturing in different University programmes since 2013.

position: Team Lead Information Security

company: d-fine

evidence_experience: I am working as an information security specialist at d-fine; Team Lead Information Security @ d-fine (07/2026 - Present)

resolved_account_name: d-fine


Stephane Garnik

sourced_title: Head of Risk Management & Bank

firm: NEXIALOG Consulting

headline: Head of Risk Management & Bank at Nexialog Consulting

position: Head of Risk Management & Bank

company: NEXIALOG Consulting

evidence_experience: Only entry: Head of Risk Management & Bank @ NEXIALOG Consulting (03/2013 - Present) - no further detail on internal vs external scope provided.


Joe Charpentier, cisa

publicIdentifier: joe-charpentier

sourced_title: Manager, Risk Advisory

firm: Clearsulting

headline: Risk Advisory Manager at Clearsulting

about: Graduate of John Carroll University's Boler School of Business with a Bachelors of Science in Business Administration with a major in Economics and Finance. Originally from Hudson, Ohio and a graduate of Hudson High School.

position: Manager, Risk Advisory

company: Clearsulting

evidence_experience: Manager, Risk Advisory @ Clearsulting (12/2025 - Present) - no further detail provided


Ditemana Mdlalose

sourced_title: Business Manager

firm: Genesis Analytics

headline: Business Manager- Genesis Analytics

position: Business Manager

company: Genesis Analytics

evidence_experience: Business Manager @ Genesis Analytics (05/2024 - Present) - no further detail provided

resolved_account_name: Genesis Analytics


Laura Mentler, ba, mls

publicIdentifier: lauramentler

sourced_title: Knowledge Manager

firm: ScottMadden, Inc.

headline: Knowledge Manager | Librarian | Educator | SharePoint Administrator

about: As a Knowledge Manager at ScottMadden, Inc., I bring over three years of experience in knowledge management, with a focus on building and enhancing knowledge systems, process improvement, and SharePoint administration. I specialize in creating structured resources and implementing governance frameworks to improve findability, consistency, and sustainability for organizational knowledge. My work emphasizes driving the adoption of tools and processes through collaboration, training, and change management. With a Master of Library Science, I am committed to empowering teams to operate efficiently and effectively by leveraging well-organized knowledge resources and streamlined workflows.

position: Knowledge Manager

company: ScottMadden, Inc.

evidence_experience: "I specialize in creating structured resources and implementing governance frameworks to improve findability, consistency, and sustainability for organizational knowledge."

resolved_account_name: ScottMadden, Inc.


Jacob Stolz

publicIdentifier: jacob-stolz-plnt

sourced_title: Innovation & Project Manager

firm: EurA AG

headline: Agricultural Scientist | Agriculture, Horticulture, Data Science

position: Innovation & Project Manager

company: EurA AG

evidence_experience: Only entry: Innovation & Project Manager @ EurA AG (10/2025 - Present), no further description provided.

resolved_account_name: EurA AG


Hong-cuong Le

sourced_title: Quantitative Credit Risk Consultant

headline: Quantitative Credit Risk Practitioner | Risk Modeling & Analytics | Data-Driven Insights

about: 🚀 As a Quantitative Credit Risk Practitioner, I specialize in developing models and strategies to assess and mitigate credit risk. 📊 My expertise lies in utilizing advanced statistical techniques and data-driven approaches to support decision-making and risk mitigation strategies. 🌱 Passionate about continuous improvement and innovation in the field of risk management.

position: Quantitative Credit Risk Consultant

description: 📍 𝗠𝗶𝘀𝘀𝗶𝗼𝗻 𝗮𝘁 𝗦𝗼𝗰𝗶𝗲𝘁𝗲 𝗚𝗲𝗻𝗲𝗿𝗮𝗹𝗲 - 𝗚𝗿𝗼𝘂𝗽 𝗥𝗶𝘀𝗸: Management of IFRS 9 models across the entire Group Non-Retail scope • 📊 Impact analysis of new Probability of Default (PD) models: Development of the roadmap: to-do list + timelines to be followed Analysis of the effect of new segmentation on the Retail – Non-Retail boundary Measuring the impact on provisions: ECL 1Y and Lifetime ECL, macroeconomic variables effect, methodological impact, smoothing effect of PD, Forward-looking effects, and macroecono

evidence_experience: "Mission at Societe Generale - Group Risk: Management of IFRS 9 models across the entire Group Non-Retail scope"


Marco thiago Santos, phd

publicIdentifier: marcothiago

sourced_title: Data Science Specialist II

headline: Data Scientist | Analytics | Mathematical Optimization | Chemical Engineering

about: I am extremely interested in innovation, sustainability, technological solutions, and solving complex problems. Experience with:- Mathematical Optimization- Analytics- Data Presentation- Machine Learning- Artificial Intelligence (AI)- Python- SQL- Experimental Design- Chemical Process DesignI am currently a Data Science Specialist II at BIP. Furthermore, I am PhD in the area of Chemical Process Optimization, the title of which is: Optimization of Air Cooler Heat Exchangers Using Discretized Models. marcothiago@outlook.com

position: Data Science Specialist II

evidence_experience: Only one line of experience given: "Data Science Specialist II @ BIP Brasil (02/2026 - Present)" with no description of scope or ownership.

resolved_account_name: BIP Brasil


Benjamin Raab

sourced_title: Division Head of Innovation Business & Finance

headline: Turning innovative ideas into profitable businesses

description: Responsible for: - M&A Consulting, VC and PE - Department "Commercialisation of Innovations" - Department "Commercial & Finance Consulting" - EurA Venture GmbH - Investor activities and relations


Marco Cristofori

publicIdentifier: marco-cristofori

sourced_title: AI & Data Advisor / Customer Success Manager

firm: Arsenalia

headline: AI & Data Advisor @ Arsenalia | Integration Architecture | CDP | Agentic Systems

about: I work across data, integration and AI. I help enterprise organizations figure out what they need and how to make it happen within sustainable timelines and budgets: I design the solution and see it through implementation, bridging presales and delivery.

company: Arsenalia

description: • I lead co-design with clients: requirements, solution architecture, roadmap • I design scalable integration architectures and governed data platforms • I architect Customer Data Platforms and marketing automation: KPIs, segmentation, omnichannel • I shape agentic systems for real business processes: MCP, ontologies, process automation • I serve as tech lead and presales on complex multi-vendor initiatives • I support key accounts through adoption and evolution of their solutions Stack: MuleSof

evidence_experience: I lead co-design with clients: requirements, solution architecture, roadmap ... I serve as tech lead and presales on complex multi-vendor initiatives ... I support key accounts through adoption and evolution of their solutions

resolved_account_name: Arsenalia


Samuele Giussani

publicIdentifier: samuele-giussani

sourced_title: Senior SAP Commerce Cloud Consultant | SAP Customer Data Cloud (CDC) | Java | B2B & B2C eCommerce

headline: Senior SAP Commerce Cloud Consultant | Java | B2B & B2C eCommerce presso Arsenalia

about: Senior SAP Commerce Cloud Consultant specializzato nella progettazione, nello sviluppo e nell'evoluzione di soluzioni eCommerce enterprise per contesti B2B e B2C.Lavoro quotidianamente con SAP Commerce Cloud (Hybris), SAP Customer Data Cloud (CDC), Java, Spring Framework, OCC APIs, REST Services, Solr, Algolia, Impex, FlexibleSearch, Backoffice e integrazioni con sistemi SAP e applicazioni di terze parti.Nel corso della mia esperienza ho partecipato a progetti complessi e internazionali, seguendo l'intero ciclo di vita delle soluzioni: analisi tecnica, progettazione, sviluppo, testing, ottimizzazione delle performance, deployment e supporto post go-live. Ho esperienza nella realizzazione di architetture multi-store e multi-country, nella personalizzazione del modello dati, nello sviluppo di funzionalità custom e nell'integrazione con sistemi esterni.In ambito SAP Customer Data Cloud, mi occupo di implementazione dei flussi di autenticazione, Single Sign-On (SSO), gestione delle identità digitali, consenso privacy, registrazione utenti e integrazione con SAP Commerce Cloud.Ho conseguito diverse certificazioni SAP e considero la formazione continua un elemento fondamentale della mia crescita professionale.

description: Progettazione e sviluppo di soluzioni avanzate su SAP Commerce Cloud in contesti complessi Definizione dell’architettura applicativa e supporto alle decisioni tecniche Coordinamento di attività progettuali e mentoring delle risorse junior e mid Analisi dei requisiti business e traduzione in soluzioni scalabili e performanti Implementazione di integrazioni con sistemi esterni (SAP, CRM, servizi REST) Ottimizzazione delle performance della piattaforma e gestione dei rilasci in ambienti cloud Colla

evidence_experience: Progettazione e sviluppo di soluzioni avanzate su SAP Commerce Cloud in contesti complessi... Implementazione di integrazioni con sistemi esterni (SAP, CRM, servizi REST)


Doriane Raly

headline: Directrice de Practice - Conseil - Innovation & Design @Kisio (Groupe Keolis)

about: Depuis plus de 15 ans, j’évolue dans le secteur de la mobilité, au cœur des enjeux socio-économiques des territoires. Aujourd’hui, je pilote une activité de conseil en innovation & design dédiée à la mobilité, avec d’une équipe pluridisciplinaire de 29 personnes (sciences sociales, design, ingénierie…), engagées à accompagner les acteurs du secteur (publics et privés) dans toutes les étapes de leurs projets d’innovation : exploration, conception, mise en œuvre et l’évaluation. Je suis convaincue qu’une démarche qui s’appuie sur la convergence des expertises et l’intelligence collective permet de concevoir des solutions plus utiles, inclusives et durables.

description: Direction d’une activité de conseil en innovation & design dédiée au secteur de la mobilité - Management et leadership : Pilotage de la practice, encadrement direct de 3 managers et coordination d’une équipe pluridisciplinaire de 29 collaborateurs issus de domaines variés : sciences humaines et sociales (transport, géographie, urbanisme, sciences psychosociales), design de services et design stratégique, UX/UI, ingénierie, sciences politiques, écoles de commerce. Définition et animation concerté

evidence_experience: Direction d'une activité de conseil en innovation & design dédiée au secteur de la mobilité...accompagner les acteurs du secteur (publics et privés) dans toutes les étapes de leurs projets d'innovation


Florian Siebels

sourced_title: AI & Automation Manager

firm: ECOVIS Deutschland

headline: Applied AI & Product

position: AI & Automation Manager

company: ECOVIS Deutschland

evidence_experience: No experience description provided beyond title, employer, and a future start date (04/2026); cannot determine if role owns an internal function or is client-facing.

resolved_account_name: ECOVIS Deutschland


Jose B.

publicIdentifier: barcar

sourced_title: Consultor de Ciberseguridad

firm: Bechtle

headline: Consultor de Ciberseguridad en Bechtle

about: I enable organizations to operate securely at scale by embedding governance, risk management, and resilience into their core structures.With a background spanning security, IT service operations, and large-scale transformation initiatives, I bring a pragmatic approach to strengthening organizational maturity while aligning regulatory requirements with real-world execution.Currently, I am leading the establishment of a Cybersecurity Business Unit, defining service offerings, developing security capabilities, and driving strategic partnerships to support sustainable growth. As an Information Security Officer, I have directed accelerated compliance and governance initiatives — including achieving TISAX AL3 readiness within four months without additional evidence requirements.My experience combines governance and hands-on security operations, from building ISMS frameworks and human risk programs to enhancing detection capabilities and incident response within SIEM-driven environments. Having worked extensively within large, multi-brand automotive ecosystems, I understand the operational realities behind business-critical platforms and how to translate risk into scalable security structures.Beyond security, I am recognized as a trusted advisor who connects technology, processes, and business priorities — enabling organizations not only to meet regulatory expectations but to operate with confidence and resilience.I am particularly motivated by environments where security becomes a strategic enabler of transformation and long-term business success.

position: Consultor de Ciberseguridad

company: Bechtle

evidence_experience: "Currently, I am leading the establishment of a Cybersecurity Business Unit, defining service offerings, developing security capabilities, and driving strategic partnerships to support sustainable growth." - this describes building a client-facing security service offering, not owning an internal knowledge/AI function.


Ignacio A.

publicIdentifier: ignacioagusticordoba

sourced_title: Data Engineer, Cliente Reaseguros (Migración ETL a Microsoft Fabric)

firm: Nfq Advisory, Solutions, Outsourcing

headline: Data Engineer — Cliente Reaseguros (Migración ETL a Microsoft Fabric en Nfq Advisory, Solutions, Outsourcing

about: Ingeniero con background en física enfocado en aplicar inteligencia artificial a problemas reales de negocio. Actualmente trabajo en un entorno crítico dentro de MAPFRE (plataforma TRAMES), donde combino sistemas legacy con soluciones de inteligencia artificial para mejorar la eficiencia operativa y la toma de decisiones. Mi foco está en convertir procesos de negocio complejos en sistemas automatizados apoyados en IA, especialmente mediante el uso de modelos de lenguaje (LLMs), RAG y pipelines de datos en producción. 🔹 En qué aporto valor - Diseño e implementación de soluciones basadas en IA (RAG, búsqueda semántica, automatización con LLMs) integradas en entornos reales de negocio - Modelado de datos y diseño de flujos robustos y escalables, combinando sistemas tradicionales con componentes inteligentes - Desarrollo de herramientas internas que permiten a equipos no técnicos aprovechar capacidades de IA - SQL / PL-SQL avanzado: optimización de consultas y pipelines críticos en sistemas core - Mejora continua en producción: diagnóstico, resolución de incidencias y evolución de sistemas con alto impacto operativo - Coordinación técnica y alineación con negocio en proyectos donde la fiabilidad y el tiempo de respuesta son clave 🔹 Tecnologías Python · SQL / PL-SQL · Oracle · Palantir Foundry · PowerCenter LLMs · Retrieval-Augmented Generation (RAG) · Automatización de procesos 🔹 Intereses Me interesa especialmente el punto de intersección entre negocio y tecnología, donde la IA puede generar impacto real y medible.

company: Nfq Advisory, Solutions, Outsourcing

description: ☁ Diseñé y desarrollé la migración de informes ejecutivos (antes ficheros Excel estáticos y procesos dispersos en múltiples bases de datos) a una plataforma unificada en Microsoft Fabric, con arquitectura medallion Bronze/Silver/Gold sobre Lakehouse y modelado dimensional (dimensiones y facts) para distintas áreas de negocio. 🔄 Implementé sincronización incremental vía Change Data Capture (Delta CDF), reduciendo de forma significativa el volumen de datos transferido frente a cargas completas

evidence_experience: "Diseñé y desarrollé la migración de informes ejecutivos... a una plataforma unificada en Microsoft Fabric... para distintas áreas de negocio" - client project delivery work with no function-ownership remit.


Álvaro Barragán codesal

publicIdentifier: barragan-alvaro

sourced_title: Data Consultant | Sistemas Financieros (Calypso)

firm: Nfq

headline: Ingeniero Informático (UAH) | Máster en Inteligencia Artificial (UAX) | AI Engineer | Data Scientist | Machine Learning & NLP

about: I hold a Bachelor’s degree in Computer Engineering from the University of Alcalá and a Master’s in Artificial Intelligence from UAX, and I’m passionate about applying technology and AI to develop practical solutions for complex problems. During my experience at Inetum, I worked on ETL processes, data automation, and virtual assistant development using NLP and Azure OpenAI, applying my skills in Python, SQL, and Prompt Engineering. I have complemented my education with specialized courses in AI and data science, deepening my knowledge in Deep Learning with PyTorch, developing solutions with LLMs, RAG, LangChain, LangGraph, as well as MLOps and model monitoring. I am looking for new opportunities to contribute value in AI and data science projects.

company: Nfq


Léa Dusausoit

sourced_title: Consultante en stratégie Data & Marketing

firm: Equancy

headline: Data & CRM dans la beauté et le parfum | Consultante Senior Equancy

about: Consultante en stratégie Data et Marketing chez Equancy, mon terrain : les acteurs de la beauté et du luxe, et ce qui fait (ou défait) leur relation client — segmentation, personnalisation, parcours omnichannel, programmes de fidélité. En 4 ans de missions dans le secteur, j'ai ouvert des bases clients, audité des roadmaps data, construit des stratégies CRM pour des marques de soin, de maquillage et de luxe. Ce que j'en retiens : la plupart des marques beauté ont la data. Ce qui manque, c'est la bonne question à lui poser. Mon obsession : le parfum. C'est l'industrie la plus émotionnelle, la moins data-driven, et probablement celle où tout reste à inventer côté relation client. J'en parle ici. Ingénieure de formation (Centrale Marseille) et double diplômée en management (IAE Aix-Marseille), je combine rigueur analytique et vision business. Ce que vous trouverez sur mon profil : comment je pense les problèmes data en beauté, des signaux marché que personne ne commente, et tout ce que le CRM parfum devrait être mais n'est pas encore.

company: Equancy

description: Accompagnement de directions marketing et data dans leurs stratégies de relation client : segmentation, personnalisation, CRM, programmes de fidélité, roadmaps data. Expertise sectorielle forte en beauté et luxe. 𝗕𝗲𝗮𝘂𝘁é & 𝗟𝘂𝘅𝗲 — Maison de parfum et beauté iconique : contribution du programme de fidélité au CA (control group, mesure d'impact, recommandations) + audit de la Customer Data Platform et roadmap data client — Division luxe du leader mondial de la beauté : parcours client omnichannel et

evidence_experience: "Accompagnement de directions marketing et data dans leurs stratégies de relation client... Beauté & Luxe — Maison de parfum et beauté iconique: contribution du programme de fidélité au CA... audit de la Customer Data Platform et roadmap data client"

resolved_account_name: Equancy | Groupe EDG


Monica Jiang

sourced_title: Senior Analyst – FP&A & Business Intelligence

firm: TBH

headline: Senior FP&A & Business Intelligence Analyst | Power BI | Commercial Insights | D365 | SQL

about: A results-driven Business Intelligence Analyst with over 5 years of experience in building impactful data visualizations and deriving actionable insights. Adept at leveraging Power BI, SQL, and advanced analytics to inform strategic decision-making and enhance customer experiences. Known for collaborating with both technical and business stakeholders to transform data into valuable insights that drive business outcomes. Passionate about using data to support business growth in fast-paced, digitally-native environments.

company: TBH

evidence_experience: A results-driven Business Intelligence Analyst with over 5 years of experience in building impactful data visualizations and deriving actionable insights... Passionate about using data to support business growth in fast-paced, digitally-native environments.


Devrajsinh Jadeja

publicIdentifier: devrajsinh-jadeja

sourced_title: Cyber Risk & Governance Consultant

firm: CFGI

headline: Cybersecurity Management | Cyber Risk and Governance | MBA Candidate

about: Cyber Risk and Resilience Lead with 5+ years of global experience building and running GRC programs across financial services, healthcare, media & entertainment, energy technology, and motor manufacturing. My focus is governance, risk, and compliance work that holds up under scrutiny: ISO 27001 and NIST CSF assessments, internal audit, policy development, third-party risk, and business continuity.I partner directly with executive leadership to translate technical risk into business terms and turn assessment findings into programs people actually follow. That includes authoring and operationalizing security policy, running BIAs and building BCDR plans against real recovery objectives, and standing up TPRM processes that evaluate vendors on more than a questionnaire response. I also design and deliver security awareness and training programs, since controls tend to fail at the human layer before the technical one.As a Certified Scrum Master, I bring structured project leadership and change management to engagements spanning multiple stakeholders and regulatory environments, and I'm as comfortable scoping a statement of work as I am delivering against it.Core competencies:• Governance, Risk & Compliance (GRC)• ISO 27001 and NIST CSF assessments, control maturity reviews• Third-Party Risk Management (TPRM) • Internal audit and regulatory compliance (ISO 27001, GDPR)• Security policy development and governance• Business Continuity & Disaster Recovery (BCDR), Business Impact Analysis (BIA)• Security awareness and training program design• Stakeholder management and client engagement• SOW creation and business developmentLanguages: English, Hindi, Gujarati, Punjabi

position: Cyber Risk & Governance Consultant

company: CFGI

evidence_experience: "I partner directly with executive leadership to translate technical risk into business terms" and "as comfortable scoping a statement of work as I am delivering against it" - describes external client engagement work, not internal firm knowledge/AI ownership.

resolved_account_name: CFGI


Dylan R.

sourced_title: Consultant Acheteur Market Data - BNP Paribas

firm: BNP Paribas

headline: Consulting Achats IT

about: J'évolue aujourd’hui dans le secteur des achats et suis diplômé d’un Master 2 – Management Stratégique des Achats (DESMA), de l’IAE de Grenoble. Le secteur des achats présente un aspect pluridisciplinaire qui en fait sa force et requiert une polyvalence que j'ai su acquérir au fil de mes expériences. À ce jour, allier formation et apprentissage a été le meilleur moyen de devenir un collaborateur efficace et performant. Je recommande vivement l’alternance à tous les étudiants ainsi qu’aux entreprises ! Aujourd’hui, j’évolue dans les achats indirects, notamment en IT, P2I et PI.

company: BNP Paribas

evidence_experience: "j'évolue dans les achats indirects, notamment en IT, P2I et PI" - describes IT procurement/purchasing work, not knowledge management or AI adoption.


Erita Haxhiu

sourced_title: Data Analytics Consultant

headline: Data Analytics Consultant | Data Engineer

position: Data Analytics Consultant

evidence_experience: Data Analytics Consultant @ Inspire11 (05/2024 - Present) - no further detail on internal ownership or scope provided


Urtė Laugalytė

publicIdentifier: urte-laugalyte

sourced_title: Consultant - Innovation and Startups

firm: Civitta

headline: Consultant - Innovation & Startups at Civitta

position: Consultant - Innovation and Startups

company: Civitta

evidence_experience: No description provided beyond title; role appears to be client-facing innovation/startup consulting.

resolved_account_name: Civitta


Vaishnav Goswami

publicIdentifier: vaishnav-goswami

sourced_title: Senior Data Scientist

firm: Relanto

headline: Serving Notice Period | Senior Data Scientist @ Relanto | AWS Certified | Data Science | Machine Learning | Gen Al | MLOps

position: Senior Data Scientist

company: Relanto

evidence_experience: Only one line item: "Senior Data Scientist @ Relanto (08/2025 - Present)" with no description of duties, function, or scope.

resolved_account_name: Relanto


Thomas Baker, cfe, mba

publicIdentifier: thomas-baker-cfe-mba

sourced_title: Risk Advisory Senior Manager

headline: Senior Manager, Risk Advisory at CFGI

position: Risk Advisory Senior Manager

evidence_experience: Only one role listed, Risk Advisory Senior Manager at CFGI, 2023-Present, with no description of internal function ownership or knowledge/AI remit.


Thibault Papin

sourced_title: Luxury and Retail - Lead Data Analyst

firm: Adone Conseil

headline: Luxury and Retail - Lead Data Analyst Senior Consultant

position: Luxury and Retail - Lead Data Analyst

company: Adone Conseil

description: Responsable du pôle BI Opérations dans une grande Maison de Luxe. J’accompagne le Business dans sa gestion de production et approvisionnements et plus particulièrement la ligne de produit Prêt à Porter. • Encadrer et accompagner une équipe BI • Concevoir et maintenir des modèles de données et des datasets métier issus des systèmes ERP, PLM et des applications métiers • Industrialiser et maintenir des pipelines de transformation de données alimentant les usages analytiques. • Orchestrer la migrat

evidence_experience: "Responsable du pôle BI Opérations dans une grande Maison de Luxe... Concevoir et maintenir des modèles de données et des datasets métier issus des systèmes ERP, PLM... Industrialiser et maintenir des pipelines de transformation de données"

resolved_account_name: Adone Conseil


Marcos Aboh

sourced_title: Risk Management Consultant

firm: Nexialog Consulting

headline: Financial Risk Advisory | Senior Risk Consultant | ESG-Climate Risk Specialist | Statistics Economics

about: I’m a Risk Management Consultant with extensive experience credit risk parameter modeling within Basle 2 and IFRS9 frameworks, as well as climate stress testing for expected credit loss (ECL)/RWA computations. I was contributed to multiple assignments, including work at Mobilize Financial Services focusing on implementation of a ECL provisioning model and LGD default/ELBE calibration, roles at Société Générale and BNP Paribas Personal Finance involving LGD RDS monitoring and PD IFRS9 model extensions. Academic credentials include a Master of Science in Data Science with a specialization in Finance and Risk Management from ENSAI, alongside degrees in Economic Statistics engineering from ENSEA Abidjan l, and a Bachelor's degree from ENEAM-Bénin.

position: Risk Management Consultant

company: Nexialog Consulting

description: I- My skills framework: + Basle 2 : PD and LGD/LGDD-ELBE modeling (RDS, Segmentation & Calibration) - Scoring - Backtesting + IFRS9 Framework : PD and LGD Forward-Looking - ECL computation + Climate Stress testing II- My assignments: + On assignment at Société Générale (NDoD Retro simulation on Private Bank perimeter | Creation & Monitoring of bonis and unbonis RDS LGD on Retail perimeter) + Previously on assignment at Mobilize Financial Services ( LGD défaut & ELBE Calibration on IRBA Regulator

evidence_experience: "On assignment at Société Générale... Previously on assignment at Mobilize Financial Services (LGD défaut & ELBE Calibration on IRBA Regulatory Framework | PD & LGD Modeling on IFRS9 Framework - ECL computation)"

resolved_account_name: Nexialog Consulting


Júlio Resende

sourced_title: Senior Data & ML Engineer

firm: BIP Brasil

headline: Senior Data & ML Engineer at BIP | Msc. in Computer Science

about: I hold a Bachelor's and Master's degree in Computer Science from the Federal University of São João del Rei (UFSJ), and I have experience in Data Science, working on Data Engineering and MLOps projects. Currently, I work with various Azure technologies, such as Azure Machine Learning, Azure SQL, among others. My work primarily uses the Python language and also some data science frameworks, such as Kedro integrated with Databricks. I have also worked with Google Cloud technologies and tools like Airflow, Terraform, and IBM Cognos Analytics. I have worked as a developer, so I also have knowledge of the following technologies: C/C++, DB2, Qt, PHP, jQuery, Angular, and Node.js. I have knowledge of business rules in the financial market and the mining industry. In academia, I have dedicated myself to the study of machine learning algorithms, specifically the combination of neural networks with reinforcement learning algorithms. I have also conducted research on robotics and computer vision.

position: Senior Data & ML Engineer

company: BIP Brasil

description: Bitka Analytics


Jose Pinto

publicIdentifier: josepintoh

sourced_title: WorkerOps

firm: Seso Inc.

headline: General Management & Transformation Executive | Driving Scalable Growth, P&L Leadership & Regional Expansion Across LatAm

about: Executive with 15+ years of experience leading large-scale organizations across Latin America, with full P&L ownership and a proven track record in driving profitable growth and business transformation. Delivered 50%+ YoY revenue growth and regional expansion at Uber for Business, managed global strategic accounts at SAP, and led commercial and digital transformation initiatives at Accenture and Sintec. Recognized for combining strategic vision, disciplined execution, and high-performing team leadership, with deep expertise in scaling operations, optimizing efficiency, and navigating complex, multicultural environments.

position: WorkerOps

company: Seso Inc.

band_reasons: disqualified; company_concern

evidence_experience: "Delivered 50%+ YoY revenue growth and regional expansion at Uber for Business, managed global strategic accounts at SAP, and led commercial and digital transformation initiatives at Accenture and Sintec."


Anilton Cardoso junior

publicIdentifier: aniltoncardosojr

sourced_title: Data Science Tech Lead

headline: Data Scientist | Tech Lead | Experimentation | Causal Inference | MLOps | Optimization

about: I've been working with Advanced Analytics in the Steel, Oil & Gas, Infrastructure, Insurance, Postal, Mining and Financial Services industries in projects involving optimization and predictive analytics as Tech Lead. I believe using a human-centered approach is the best way to handle analytical models. In my free time, I like to apply advanced machine learning models on crypto and stock markets to enhance my trading strategies.

position: Data Science Tech Lead


Sami Guerninouche

sourced_title: Market Risk Analyst | Consultant

firm: BNP Paribas CIB

headline: ✅ Manager | Financial Markets Consulting | ex-JPM

position: Market Risk Analyst | Consultant

company: BNP Paribas CIB

evidence_experience: "Market Risk Analyst | Consultant @ BNP Paribas CIB (11/2024 - Present)" - no description of internal knowledge/IP-reuse/AI ownership.


Eric Cadieux-seney, pmp

publicIdentifier: ericcadieuxseney

sourced_title: Information Technology Project Management Consultant

firm: Cofomo

headline: Professional Project Manager (PMP®) ★ Scrum Master (PSM®,PSK®) ★ Professional Product Owner (PSPO®) ★ Change Management Specialist (CMS®) ★ Agile Coach

about: My entrepreneurial background has enabled me to work on a wide range of projects, from small websites to complex enterprise applications. In my daily life, I have learned to think strategically and tactically. Over the years, I have accumulated a lot of experience taking over legacy projects with demotivated teams, incomplete deliverables and outdated technologies. I stand out for my emotional intelligence and my ability to defuse conflicts. I am constantly working on improving my interpersonal skills by taking courses in conflict management and negotiation, as well as by regularly stepping out of my comfort zone (i.e. volunteering at Suicide Action Montreal, a suicide hotline). I've dabbled in all aspects of digital creation, whether it's web marketing, infrastructure, content management, digital strategies, SEO, social media, vendor research and management, IT security, computer graphics, QA, customer relations, DevOps, waterfall, SCRUM, Kanban and Agile approaches, organizational politics, business analysis or cash management. I have a growth mindset and am very organized; I am able to delegate and work smart. My team members appreciate my clear instructions, my calmness and my collaborative spirit. My clients and supervisors appreciate my analytical mind and varied experience. I integrate easily into teams and respect each other's abilities.

company: Cofomo

evidence_experience: "I have accumulated a lot of experience taking over legacy projects with demotivated teams, incomplete deliverables and outdated technologies... My clients and supervisors appreciate my analytical mind and varied experience."

resolved_account_name: COFOMO


Letícia Miranda

publicIdentifier: leticia-mirandajp

sourced_title: Sr. Data Engineer Big Data

firm: MJV Technology & Innovation

headline: Data Engineer | Big Data | BI | SQL | Python | Spark | Flink | Java | Cloudera

about: Engenheira de Dados com atuação em projetos de grande escala em ambientes Big Data. Experiência no desenvolvimento de soluções distribuídas com foco em performance, disponibilidade, escalabilidade e governança de dados. Sou motivada por desafios técnicos, ambientes complexos e pela transformação de dados em valor para o negócio, atuando de forma colaborativa com times técnicos e áreas de negócio para entregar soluções robustas, eficientes e sustentáveis. Principais tecnologias e competências: > Python > Spark > Kafka > Airflow > Processamento de dados Batch e Streaming > SQL > Cloudera > Documentação funcional e técnica > Integração com áreas de negócio #DataEngineering #BigData #BatchProcessing #Streaming #DataPipelines #DistributedSystems #Spark #Python #SQL #DataGovernance 🚀

position: Sr. Data Engineer Big Data

company: MJV Technology & Innovation

description: Atuação em grande instituição financeira Engenheira de Dados atuando em iniciativas de migração de ambientes Big Data On-Premise para Cloud e evolução de plataformas de dados. Experiência no ciclo completo de soluções de dados, desde a definição de escopo com áreas de negócio até o desenvolvimento, integração, sustentação e suporte em produção, com foco na modernização de sistemas e otimização de processos. • Modelagem de dados e desenho de arquiteturas de soluções para consumo analítico e opera

evidence_experience: "Atuação em grande instituição financeira Engenheira de Dados atuando em iniciativas de migração de ambientes Big Data On-Premise para Cloud e evolução de plataformas de dados" - client delivery work, no internal function ownership

resolved_account_name: MJV Technology & Innovation