Nutnaree P.

sourced_title: Consultante en intelligence stratégique

headline: Consultante – Business Threat Intelligence | Risk & Influence Strategy |

position: Consultante en intelligence stratégique

band_reasons: disqualified

evidence_experience: Consultante en intelligence stratégique @ ADIT (08/2025 - Present)


Hemani Shah

sourced_title: Senior Data Scientist

firm: Relanto

headline: Data Scientist | Python | AI | Data Science | NLP | CV | LLMs

about: As a Data Scientist, I apply my expertise in artificial intelligence, machine learning, and data analytics to solve real-world problems and create value for our clients and stakeholders. I work on interesting and challenging projects that involve the use of Large Language Models (LLMs), Computer Vision (CV), and Natural Language Processing (NLP) to enhance the quality, efficiency, and impact of our solutions. With a strong educational background in computer engineering and AI/ML, I graduated with a BE in Computer Engineering from Gujarat Technological University in 2022, with a 9.02/10 CGPA. Having completed the Master ML and AI program at Univ.ai, I learned under esteemed faculty from Harvard University and worked on various projects in different domains of AI and ML. I then became a Teaching Assistant at Univ.ai, helping students debug code and conveying complex ML concepts in the simplest way possible. Curious, technical-minded, and hardworking, I enjoy tying different fields together and learning new things. I am always looking for opportunities to collaborate and meet new people. You can best reach me via email (hemanishah00@gmail.com).

position: Senior Data Scientist

company: Relanto

end: Present

description: * Developed and optimized xDR (Extended Detection and Response) agent workflows to automate personalized sales outreach across multiple customer engagement scenarios. * Designed and maintained multi-agent systems for email generation, review, and delivery, enabling intent-driven customer communication at scale. * Built an AI-powered upsell outreach agent that identified high-utilization customers early in their subscription lifecycle and generated targeted engagement campaigns to improve expansi

disposition: DISQUALIFIED

internal_vs_external: external

band: review

band_reasons: disqualified; builder

evidence_experience: "Built an AI-powered upsell outreach agent that identified high-utilization customers early in their subscription lifecycle and generated targeted engagement campaigns to improve expansion opportunities."

resolved_account_name: Relanto

in_612: yes

in_575: yes

suppressed: no


Michael Coleman

sourced_title: AI Strategy & Business Ventures

firm: AI consulting

headline: Partner Development Leader - AI | SASE | SaaS | Channel Strategy | Strategic Partnerships

about: Channel and partner leaders are easy to find. Ones who've personally built AI tools for the channel are not. I'm both.Over 25 years across the ANZ cybersecurity and cloud market, I've built partner ecosystems that move real revenue — four-time Partner of the Year across Ivanti, Netskope, FireEye and Symantec, with consistent quota attainment and deep relationships across Federal Government, GSI, MSSP and distribution.A few results I'm proud of:- 490% YoY revenue growth with The Missing Link (Netskope Partner of the Year, 2022)- $7M+ TCV secured with CSO Group across cloud data security and SASE- FireEye's largest global MSSP customer — a five-year Federal ATO contract with Macquarie Government- 135% of quota and 10 new logos in 12 months at HPEFor the last two years I've gone deep on the thing reshaping our industry: I built five working AI tools for channel and cybersecurity workflows — partner operations, market intelligence and day-to-day ops. I now understand, from the inside, what AI can and can't do for a partner ecosystem.I'm bringing that combination — proven channel leadership plus genuine, hands-on AI fluency — back to a senior partner role on the vendor side. If you're a vendor figuring out how AI changes your partner go-to-market, that's exactly the problem I want to work on.Open to senior channel and partner leadership roles across ANZ. Always happy to talk shop — reach me at mdcoleman1076@hotmail.com.

position: AI Strategy & Business Ventures

company: AI consulting

description: A deliberate two-year deep dive into applied AI for the channel — because I wanted to understand the technology by building with it, not reading about it. Designed and built five working AI tools spanning partner workflows, market intelligence and operations: Channel Agent, Cyber Pulse, Project Cyber OS, Project Industry OS and Think Tank. The takeaway that matters: I can now have a credible, technical conversation about where AI creates real leverage in a partner ecosystem — and where it's hype

role_nature: other

band_reasons: disqualified; company_concern

evidence_experience: "Designed and built five working AI tools spanning partner workflows, market intelligence and operations... That's the perspective I'm bringing back to a senior channel role."

in_612: no

in_575: no

match_method: unresolved


Caroline Perfetti

sourced_title: PMO / Strategic Intelligence Director

firm: ADIT

headline: PMO / Strategic Intelligence Director

position: PMO / Strategic Intelligence Director

company: ADIT

disposition: WEAK

internal_vs_external: unclear

band_reasons: weak_title2_only; ie_unclear; low_conf

evidence_experience: No further detail provided beyond title and company; no About section, no description of internal vs external scope, no content/posts available.

resolved_account_name: ADIT


Maicon Ribeiro banni

publicIdentifier: maiconbanni

sourced_title: Data Analytcs & AI Manager

firm: Falconi

headline: Data Analytics & AI Manager @Falconi | Data Driving Results | +15 years delivering efficiency, governance and innovation in critical projects | MSc Computer Science | Cloud & Big Data Expert

about: Sou Mestre em Ciência da Computação pela UFF, com foco em Bancos de Dados, Sistemas Distribuídos e Big Data, e possuo MBA em Engenharia de Software pela UFRJ. Ao longo de mais de 15 anos no setor de TI, atuei em projetos críticos em Telecomunicações, Trading, Óleo & Gás, Educação, Saúde, Varejo, Agro e Indústria Farmacêutica. Atualmente, lidero múltiplas squads de Data Analytics & AI na Falconi. Minha trajetória é marcada pela transformação de dados em ativos e produtos estratégicos, unindo expertise técnica a uma visão de negócio orientada a resultados. Tenho experiência em Governança de Dados, Engenharia de Dados, Process Mining e Analytics, com domínio em Cloud (AWS, Azure, GCP), Big Data (Hadoop, Spark, Kafka), BI e DataOps/DevOps. Além disso, desenvolvo e capacito equipes de alta performance, promovendo cultura de aprendizado contínuo, inovação e foco em resultados. Atuo como Data Analytics & AI Manager, liderando a criação de soluções que conectam dados, inteligência artificial e estratégia para gerar vantagem competitiva sustentável. >> Projetos de revisão estratégica, reposicionando times de tecnologia e dados como promotores diretos de resultados de negócio. >> +250MM anualizados em valor para clientes com ferramentas analíticas baseadas em engenharia, analytics e inteligência artificial, conectadas às alavancas de resultado (ex.: geração de receita). >> +30MM Redução de até 35% em custos de tecnologia e infraestrutura com reestruturação de arquiteturas de dados em múltiplas clouds. >> Criação do Observatório de Dados do Piauí (https://dados.seplan.pi.gov.br) e soluções de segurança viária que reduziram em 50% os acidentes rodoviários. >> +120MM anualizados em valor para clientes por meio de Process Mining, com impacto direto em eficiência e indicadores operaci

position: Data Analytcs & AI Manager

company: Falconi

evidence_experience: "+250MM anualizados em valor para clientes com ferramentas analíticas baseadas em engenharia, analytics e inteligência artificial, conectadas às alavancas de resultado (ex.: geração de receita)."

resolved_account_name: Falconi


Naveen Gupta

sourced_title: Senior Data Engineer

firm: Relanto Inc

headline: Senior Data Engineer @ Relanto Inc | Data Engineering

position: Senior Data Engineer

company: Relanto Inc

disposition: UNQUALIFIED

band_reasons: technical_builder_no_ownership; ie_unclear; low_conf; builder

evidence_experience: Only role listed is "Senior Data Engineer @ Relanto Inc (11/2024 - Present)" with no further description of duties, scope, or ownership.


Blair Craske

publicIdentifier: blaircraske

sourced_title: Partner Data & Analytics

firm: CFGI

headline: Data & Analytics National Lead | MBA | CPA

about: Finance and data analytics professional focused on enhancing business performance and returns through root-cause data analysis, M&A, and business profitability growth initiatives. Skilled in disrupting traditional business models by: - Helping clients realize deal value + solving complex business issues from strategy to execution - Analyzing large volumes of business data through data extraction, transformation (Alteryx), visualization (Tableau), modeling, and benchmarking - Identifying key M&A + business risks and opportunities - Leading cross-functional teams

position: Partner Data & Analytics

company: CFGI

band: clear

evidence_experience: "Helping clients realize deal value + solving complex business issues from strategy to execution" and "Analyzing large volumes of business data through data extraction, transformation (Alteryx), visualization (Tableau), modeling, and benchmarking" - all describes services delivered to clients, not internal firm knowledge management.

resolved_account_name: CFGI


Axel Giraud - 高跃星

headline: Senior Consultant en Intelligence économique chez ADIT

evidence_experience: Consultant en Intelligence économique Asie @ ADIT (03/2020 - Present) - no description of internal knowledge/AI/governance ownership provided.


Fernanda Silva

sourced_title: Innovation Manager

firm: MJV Technology & Innovation

headline: Design Strategy | Consumer Insights | Change Management | Product & Innovation Strategist

about: Apaixonada por complexidade, comportamento e tendências, tenho um olhar atento, questionador e cuidadoso aos movimentos, ao tempo e às pessoas. Com mais de 14 anos de experiência, transito entre marketing, inovação e estratégia digital. Atuei como consultora de inovação em projetos multidisciplinares nos setores de saúde, energia, mídia, alimentos, mobilidade e beleza, liderando iniciativas de transformação e desenvolvimento de soluções centradas no usuário — da concepção estratégica à liderança de equipes e condução de projetos. Tenho experiência em todas as etapas do processo: da imersão com stakeholders à prototipagem e testes de conceito, conectando dados, comportamento e visão de futuro. Minha atuação combina profundidade em pesquisa com execução prática e foco em impacto real.

position: Innovation Manager

company: MJV Technology & Innovation

evidence_experience: "Atuei como consultora de inovação em projetos multidisciplinares nos setores de saúde, energia, mídia, alimentos, mobilidade e beleza, liderando iniciativas de transformação e desenvolvimento de soluções centradas no usuário"

resolved_account_name: MJV Technology & Innovation


Dick Kamp

sourced_title: Director Pension Investment & Risk

firm: Milliman Benelux

headline: Director Pension Investment & Risk at Milliman Benelux

about: Director Pension Investment & Risk Product development: - Self assessment tool re business plan for management of corporates, not-for-profit organisations and Boards of charities based on the inhouse developed triangulate technique. - The first general pension fund in the Netherlands - A new pension vehicle for GCC countries - A new financial product for the Netherlands - A new pension plan for country wide retail company - Design of new holistic risk management process for pension fund Organisational development: - Develop and implement new strategy for internal control department of insurance company - Develop and implement new organisational setup of finance department after merger of 2 insurance companies and 1 pension administrator - Design and implementation dramatically improved and speeded up (5 months!) year end reporting process - Strategic reorientation of the pension fund leading to liquidation of pension fund and transfer of assets and pension liabilities Board membership - Board member special purpose vehicle General management: - General Manager of pension funds Risk management: - Risk manager of industry wide pension fund Financial management: - Finance Manager at insurance company Project management: - Project Manager new pension fund - Project Manager IFRS implementation - Project Manager liquidation of pension fund

position: Director Pension Investment & Risk

company: Milliman Benelux

description: Als director Pension Investment and Risk in het team van Milliman Pensioenen BV geef ik leiding aan de Pension Investment & Risk (PIR) praktijk en zal in die hoedanigheid deze praktijk verder uitbouwen.

evidence_experience: "geef ik leiding aan de Pension Investment & Risk (PIR) praktijk en zal in die hoedanigheid deze praktijk verder uitbouwen" - leads a client-facing pension investment/risk consulting practice, not an internal knowledge/AI/IP-reuse function.

resolved_account_name: Milliman Benelux


Ayush Sharma

sourced_title: Strategy Consultant

firm: Blackmont Consulting

headline: Sustainable Data & Strategy | Polyglot

about: I'm a business student with an applied focus on sustainability, data analytics, and cross-cultural strategy. My goal is to bridge corporate sustainability with digital transformation through data-driven decisions.Currently pursuing Double Master's in Data Science-AI, Political Science with multiple specialized professional certifications in Management & Analytics. I'm expanding my expertise through language fluency (Hindi, English, German, Spanish, French, Russian, Portuguese, Arabic) and field experience in ESG, Strategy Consulting, and Social Impact.Passionate about integrating business intelligence with sustainability strategy with the lenses of Sciences & Humanities, I aim to contribute to global initiatives aligned with the EU Green Deal & Corporate decarbonisation

position: Strategy Consultant

company: Blackmont Consulting

description: Asia Pacific Branch • Learned how decision sciences can help turn scattered information into clearer, more practical choices. • Developed a stronger understanding of strategy consulting and how structured thinking can be used to solve real business problems. • Gained insight into operations management and how everyday processes affect efficiency, time, and outcomes. • Strengthened my project management mindset by learning how planning, coordination, and execution work together. • Understood orga

evidence_experience: "Learned how decision sciences can help turn scattered information into clearer, more practical choices... Developed a stronger understanding of strategy consulting" - describes learning/junior experience, not ownership of any internal function.

resolved_account_name: Blackmont Consulting


Antoine Tronc

sourced_title: Directeur innovation

firm: WILLING

headline: Directeur Innovation chez WILLING

position: Directeur innovation

company: WILLING

band_reasons: weak_title2_only; ie_unclear; low_conf; company_concern

resolved_account_name: WILLING


Edward Wong

sourced_title: Head of Pre-Sales Engineering

firm: Liveware

headline: Head Of Strategy & AI - 4mation Technologies | Head of Pre-Sales Engineering - Liveware | MBA @ AGSM

about: Applied AI leader and solutions architect with 25+ years across software engineering, delivery, consulting and executive leadership. Since the emergence of generative AI, focused on designing and delivering production AI agents, conversational AI, agentic workflows and enterprise automation. Experienced across the agent lifecycle from discovery and scoping through conversation design, knowledge grounding, tool and API integration, launch, monitoring and continuous iteration. Combines hands-on technical depth with enterprise customer engagement, strategic problem-solving and delivery ownership. MBA from AGSM, UNSW Business School.

position: Head of Pre-Sales Engineering

company: Liveware

description: Driving the global pre-sales engineering function to bridge commercial growth and account management with technology, shaping strategy, solution architecture and technical governance. Partnering with commercial leaders to design and deliver innovative, value-driven digital and cloud solutions that align with client goals, accelerate deal cycles and fuel revenue growth.

resolved_account_name: Liveware


Alex Cintra

publicIdentifier: alexcintra

headline: Data Engineer | Data Governance | Data Specialist | Databricks | Azure

about: 6+ years of work experience with data engineering, data governance and data architecture.- Work experience in ETL (Azure, Data Factory, Databricks Lakeflow, Airflow, SQL Warehouse, API);- Work experience creating a data governance process (Databricks, Unity Catalog, Azure AD, Python, RLS);- Work experience creating end-to-end DataLakes for different market areas (Azure, AWS, Databricks);- Work experience creating data plataforms (Kubernetes, Databricks, Docker);- Work experience in IaC (Terraform, Databricks Asset Bundles);- Solid knowledge in programming languages (Python, SQL, Spark);- Solid knowledge in Data Quality (Great Expectations, Soda);- Solid knowledge in Data Modelling and Data Optimization- Basic knowledge in DBT and Snowflake;- Bachelor in Computer Science.I'm curious, creative and adaptative. Always open to new challenges. With deep understanding of both business and technical aspectsCertifications:- EF SET: English C1 level- Airflow Fundamentals- Azure Data Fundamentals

description: Split Activites on ETL pipelines, data governance and data quality at international bank customer (US). -> Build single source of microsoft defender recommendations for KRI Indicators and models by ingesting ARM Graph API using Databricks Declarative Pipelines and Expectations for data quality. -> Rise the quality measures and monitoring of Work and Change Requests by daily ingesting ServiceNow api data using Lakeflow ingestion pipelines. -> Improve quality gates and test request's for the QA te

evidence_experience: "Split Activites on ETL pipelines, data governance and data quality at international bank customer (US)" and "Build single source of microsoft defender recommendations for KRI Indicators and models by ingesting ARM Graph API" - all client-delivery technical build work with no internal firm-function ownership.


Erin Sullivan

publicIdentifier: erinsullivan-commercial-business

headline: Commercial and Compliance Business Partner | Driving Commercial Awareness | Q5 Ltd | London

band_reasons: disqualified; ie_unclear; low_conf

evidence_experience: Commercial and Compliance Business Partner @ Q5 (10/2025 - Present) - no further detail on scope or internal knowledge ownership provided.


Samuel Morais da silva

sourced_title: Head of Advanced Analytics/ML

headline: Head of Advanced Analytics/ML at MJV and PhD in Physics (Complex Systems)

about: Currently, he is a data science expert consultant at MJV. He has been involved in data product solutions across various sectors, mostly in the financial, retail, energy, supply chain, legal, and healthcare markets. The projects he has worked on range from data architecture/engineering, investigative analyses to the development of complex machine learning models. He focuses on problem-solving using data products, such as real estate pricing, analysis of legal texts and official journals using statistical tools, machine learning, and deep learning. He is engaged in legal score modeling, employee performance, company activities, credit, assets, liabilities, and fraud classification (execution fraud, creditor fraud, and disregard of legal personality - DPJ). He is proficient in SQL, SQLite, MongoDB, Postgres, Redshift, Hadoop ecosystem, Hbase, and Hive databases. He also manages a data group, handling backlogs and activity prioritization with an agile methodology. Strong hands-on experience with Databricks, including Databricks SQL, notebooks, dashboards, and scalable data analytics solutions. Additionally, he holds a Ph.D. in Physics from the Federal University of Ceará (UFC). He has teaching experience in public high schools and has also served as a professor in Physics undergraduate courses at the Federal University of Ceará. He works on developing programs (Python, C, Octave, R) to solve problems in complex systems, such as traffic flow in cities and data in networks, using statistical mechanics and data treatment (Big Data).

position: Head of Advanced Analytics/ML

description: Responsible for leading the strategy and execution of Advanced Analytics and Machine Learning initiatives, with emphasis on scalable architectures and high-performance AI solutions. Activities include designing analytical systems, developing end-to-end ML pipelines, and establishing robust MLOps frameworks to ensure governance, reliability, and seamless integration with enterprise environments. Focus areas include predictive and prescriptive modeling, algorithmic optimization, intelligent automa

evidence_experience: "He has been involved in data product solutions across various sectors, mostly in the financial, retail, energy, supply chain, legal, and healthcare markets" and "Responsible for leading the strategy and execution of Advanced Analytics and Machine Learning initiatives... to ensure governance, reliability, and seamless integration with enterprise environments" - this describes client-facing delivery and technical build-out, not ownership of MJV's own internal knowledge function.


Jean-marc Boxus

sourced_title: AI Tech Architecture Director

firm: BCG Platinion

headline: AI Tech Architecture Director at BCG Platinion, leader of the Brussels office, keen observer of technology evolutions to deliver incremental business value

about: As Financial Services technology enthusiast, I thrive on - Helping Financial Services organisation identify, understand and deploy technologies to help them improve how they meet their clients and partners expectations - Identify, explore and nurture technology innovation opportunities To achieve these objectives, I rely on the following skills and expertise Through program & project management responsibilities , I have acquired or further developed skills around • Generalist education (Solvay Business School - 1994) • Hands-on IT project delivery experience (JP Morgan, Euroclear, Bank of New York, Accenture) • Enterprise architecture (business capability model, functional, application and infrastructure architectures) • Project and Program management (Bank of New York, Accenture, Deloitte) • IT Strategy & Transformation projects covering Organizational Models, Roles & Responsibilities, Governance, Development methods, PMO setup & deployment (Accenture, Deloitte) • IT Outsourcing (applications and infrastructure) and Off-shore delivery models (Accenture IT Outsourcing Lead) • IT Infrastructure & Cloud (Microsoft, Deloitte) • P&L and team management (Accenture, Microsoft, Deloitte)

position: AI Tech Architecture Director

company: BCG Platinion

description: Within the BCG ecosystem, BCG Platinion regroups, among other skills, the AI tech and architecture experts that are driving the AI transformation of our clients. As a result, we are updating our titles to better reflect the nature of our work and BCG leadership in AI.

evidence_experience: "BCG Platinion regroups, among other skills, the AI tech and architecture experts that are driving the AI transformation of our clients."

resolved_account_name: BCG Platinion


Vithika N.

publicIdentifier: vithikan

sourced_title: Research Manager

firm: The Dedham Group

headline: Life Sciences Market Access

about: Life sciences strategistDiagnostics market intelligence • Oncology market access

position: Research Manager

company: The Dedham Group

evidence_experience: Life sciences strategist, Diagnostics market intelligence, Oncology market access - describes client-facing subject matter expertise, not internal function ownership.

resolved_account_name: The Dedham Group


Sarah Legendre bilodeau

sourced_title: Première vice-présidente, Groupe Conseil, intelligence artificielle (Videns)

firm: COFOMO

headline: Première vice-présidente, Groupe conseil, intelligence artificielle - Videns, propulsée par Cofomo

about: Première vice-présidente, Groupe conseil, intelligence artificielle – Videns, propulsée par Cofomo. Entrepreneure et scientifique des données avec près de 20 ans d’expérience, je suis passionnée par le potentiel de l'IA pour transformer les organisations. En 2018, avec mes associés Virginie Boivin et Laurent Barcelo, j’ai cofondé Videns, devenue en quelques années un acteur de référence en intelligence artificielle au Québec. Aujourd’hui, Videns a rejoint la grande famille Cofomo afin de décupler son impact et d’accélérer l’adoption de l’IA dans les entreprises. À la tête du Groupe conseil en intelligence artificielle de Cofomo, j’ai le privilège d'accompagner des organisations en Amérique du Nord et en France, pour les aider à transformer leurs façons de faire, stimuler leur innovation et générer de la valeur durable grâce aux données et à l’IA.

company: COFOMO

evidence_experience: "À la tête du Groupe conseil en intelligence artificielle de Cofomo, j'ai le privilège d'accompagner des organisations en Amérique du Nord et en France, pour les aider à transformer leurs façons de faire, stimuler leur innovation et générer de la valeur durable grâce aux données et à l'IA."

resolved_account_name: COFOMO


Carla Montero

sourced_title: AI Transformation Consultant

firm: Nfq Advisory, Solutions, Outsourcing

headline: Global Business Student | Supply Chain & International Business | Data Analysis | Marketing applied to luxury | Finance certification

about: International Business professional with hands-on experience in program management, process consulting, and strategic analysis. Currently embedded with BBVA’s AI Processes team as an AI Consultant, where I coordinate cross-functional initiatives end-to-end, from process mapping to executive presentations while applying generative AI tools to enhance daily deliverables.My background combines strategic thinking (market-entry analysis, competitive research, consumer segmentation) with structured execution (BPMN, KPI design, agile methodologies). I’m particularly interested in roles at the intersection of business strategy, AI, and product analysis.

position: AI Transformation Consultant

company: Nfq Advisory, Solutions, Outsourcing

description: • Coordinate end-to-end mapping and AS-IS analysis of business processes, identifying root causes of operational issues with strong attention to detail • Design TO-BE process architectures and formulate KPIs to improve operational efficiency • Build executive narratives and presentations to communicate strategic progress to internal and external stakeholders • Lead cross-functional coordination across business, technology, and operations teams; facilitate workshops with key stakeholders

evidence_experience: "Currently embedded with BBVA's AI Processes team as an AI Consultant, where I coordinate cross-functional initiatives end-to-end, from process mapping to executive presentations while applying generative AI tools to enhance daily deliverables."

resolved_account_name: Nfq Advisory, Solutions, Outsourcing


Siddhartha Roy

publicIdentifier: siddroy

sourced_title: Head - Technology & Technology Operations

firm: Thoucentric Labs

headline: Founding Partner & CTO, Thoucentric Labs (Xoriant) | Thoucentric | Building AI Systems That Eliminate Enterprise Data-to-Decision Bottlenecks

about: "In God we trust. All others must bring data." - W. Edwards DemingI started my career designing copper refineries at MECON. That turns out to be the best possible training for building modern AI platforms.Over the past 20 years, I have engineered intelligent systems that transform how global organisations think, decide, and compete.Today, I am the founding executive and chief technology officer (CTO) of Thoucentric and Thoucentric Labs, now part of Xoriant. I built this business from the inside out. Here is what that looks like in measurable terms:- Grew from the first client to a 100+ member team.- Scaled from conceptual prototypes to commercial AI platforms.- Delivered over $25 million in business value.- Achieved 25% year-over-year revenue growth with over 40% gross margins.- Launched commercial software platforms like thouSense, priceVision, thouPlan, and predIQ that major enterprises purchase, renew, and expand.My technical leadership spans demand forecasting, predictive quality, and commodity price optimisation deployed across Fortune-listed enterprises in CPG, healthcare, automotive, and energy.Along the way, my work has been featured by Microsoft in their coffee-table book on AI innovation and by the Economic Times for its measurable impact across enterprise deployments.𝗧𝗵𝗲 𝗡𝗲𝘅𝘁 𝗛𝗼𝗿𝗶𝘇𝗼𝗻:Looking ahead, I intend to pursue leadership and entrepreneurial opportunities at the intersection of artificial intelligence (AI) and life sciences, with synthetic biology as the central focus.The data bottlenecks in biological systems mirror the complex, high-dimensional challenges I have spent two decades solving. This is the natural frontier to apply industrial-scale AI architecture to healthcare, materials, and industrial production.I welcome strategic conversations with sci

company: Thoucentric Labs

description: After building and scaling Thoucentric’s Advanced Analytics and AI practice, I helped establish Thoucentric Labs as a Founding Member and CTO. My focus has been to convert insights from Fortune 500 AI engagements into scalable, commercial-grade platforms. I have led product strategy, platform architecture, and end-to-end development of four proprietary AI platforms: thouSense, priceVision, thouPlan, and predIQ. Built for global CPG, automotive, and manufacturing enterprises, these platforms addr

evidence_experience: "Launched commercial software platforms like thouSense, priceVision, thouPlan, and predIQ that major enterprises purchase, renew, and expand." / "these platforms address critical challenges across demand sensing, predictive quality, scenario planning, and commodity [pricing] deployed across Fortune-listed enterprises"


Philip Immanuel

sourced_title: Private Equity Fall Analyst

firm: Springer Capital

headline: Private Equity Analyst @Springer Capital | Investment & Strategy | BBA Finance @IPMI

about: Philip Immanuel is a fifth-semester BBA Finance student at IPMI Institute with a strong interest in strategy, advisory, equity research, and investment.He currently serves as a Private Equity Fall Analyst at Springer Capital, Business Consultant at Blackmont Consulting, Business Development at Oveersea, Equity Research Analyst at Legacy Bridge Capital, and Head of Research at IPMI Investor Club, where he develops experience in strategic problem-solving, financial due diligence, valuations, financial analysis, and investment research.Beyond his professional roles, Philip continues to strengthen his technical and analytical capabilities through the Finance For Indonesia Incubation Program 3.0 and the Financial Youth Club Summer Analyst Program, building a solid foundation in financial modeling, valuation, M&A, and corporate finance.His long-term goal is to build a career in investment banking, private equity, and exploring to global capital markets, with a focus on delivering strategic and value-driven financial solutions.📩 Let’s connect: philipimmanuell@gmail.com

position: Private Equity Fall Analyst

company: Springer Capital

description: Springer Capital is a real estate investment and advisory group, focused on world-class real estate opportunities and direct investment and real estate advisory services.


Andre Negrelli

publicIdentifier: andrenegrelli

sourced_title: AI Engineer and Tech Lead

headline: AI Engineer | Building Systems & LLMOps (Harness Engineering)

about: Data Intelligence Specialist with solid experience in developing Data Products and customized Generative AI solutions. I operate as an AI Engineer through the lens of "Harness Engineering", designing and implementing the system layers, infrastructure, observability, and LLMOps required to transition language models (LLMs and SLMs) from experimental environments to scalable production. I view AI as applied software engineering—vendor-agnostic and strictly results-oriented.Before writing any code, I focus on understanding business needs, the core problem to be solved, and its intent. I use a Spec-Driven Development (SDD) as a central tool to structure functional specifications. This approach allows me to develop AI solutions while mitigating risks and technical debt. My focus remains locked on organizational objectives and strategy, striving to maximize return on investment (ROI).CORE TECHNICAL AND ARCHITECTURAL COMPETENCIES:• Agentic Systems and Orchestration: Designing end-to-end workflows and Agentic RAG architectures. Experienced in implementing orchestration patterns using industry-standard frameworks such as Python, LangGraph, and LlamaIndex.• Context Engineering: Minimizing hallucinations in enterprise systems through advanced prompt engineering, vector search integration, and Text-to-SQL, alongside state memory management and semantic caching for latency and cost optimization.• Governance, Observability, and Security: Mitigating risks in compliance with data privacy regulations (LGPD/GDPR) using Privacy by Design principles. Implementing monitoring pipelines for data lineage, response quality evaluation (LLM Evaluation), and inference cost control.BACKGROUND AND INDUSTRIES:Proven track record of technical leadership and delivery across highly regulated and complex

position: AI Engineer and Tech Lead

description: As a Tech Lead and AI Engineer, developing Generative Artificial Intelligence solutions for major global players. My focus lies in the strategic transition from Discovery to Delivery, designing and implementing AI architectures, supporting everything from underlying computational infrastructure setup to the deployment of agentic systems in production, always results-oriented and focused on solving business problems. CORE PROJECTS AND ACHIEVEMENTS: • Data Pipeline for Audio Transcription (Claro C

evidence_experience: "developing Generative Artificial Intelligence solutions for major global players... Data Pipeline for Audio Transcription (Claro Case): Architecture and implementation of dedicated data pipelines" - this is client project delivery, not internal function ownership.


Igor Chaár

headline: Data Analytics | Data Engineer | SQL | Python | Business Intelligence | Tableau | Alteryx | Power BI | Excel | Analytics

description: Projeto Santander - Automação RPA

evidence_experience: "Projeto Santander - Automação RPA" - client-named delivery project, individual-contributor technical role with no function-ownership remit.


Sébastien Logeay

publicIdentifier: sebastienlogeay

sourced_title: Consultant en Stratégie Data & IA

firm: Equancy | Groupe EDG

about: Ingénieur de formation, je poursuis mon cursus à l'EDHEC ou je me spécialise en finance.Actuellement en stage chez Equancy en tant que consultant stratégie Data & IA.Direction Imperial College de Septembre 2026 à Août 2027

position: Consultant en Stratégie Data & IA

company: Equancy | Groupe EDG

resolved_account_name: Equancy | Groupe EDG


Mina Marmpena

publicIdentifier: mina-marmpena

sourced_title: Director | Head of Innovation | AI & Data Team Lead | AI Center of Excellence

firm: Grant Thornton Greece

email_status: ok/good

about: Machine learning, IoT, big data, data-driven approaches, distributed architectures, edge computing, federated learning. Use cases in cybersecurity, energy sustainability, autonomous vehicles, smart cities. Previously, generative models for social robotics, affective computing, human-robot interaction.

company: Grant Thornton Greece

disposition: QUALIFIED

primary_strip: B

band_reasons: ie_unclear; low_conf

evidence_experience: Only role listed is "AI Center of Excellence" lead at Grant Thornton Greece; About describes technical domains (ML, IoT, big data, federated learning, use cases in cybersecurity, energy, autonomous vehicles, smart cities) without clarifying whether the AI Center of Excellence serves internal firm knowledge/operations or is a client-facing offering/practice.

resolved_account_name: Grant Thornton Greece


Serena Marmo

sourced_title: Boston Consulting Group - Senior IT Consultant | Tech & Innovation Advisory

headline: Tech & Strategy Manager at Boston Consulting Group | Digital and Tech Transformation Expert | IA & IE Lecturer

about: I position myself at the intersection of technology, culture, and people, supporting organizations and leadership teams in turning digital complexity into sustainable business value. My work focuses on bridging strategy and execution: translating technological complexity into clear insights, actionable recommendations, and scalable solutions. I operate across industries and geographies, helping organizations redesign operating models, evolve their technology landscape, and enable sustainable transformation through alignment between business priorities, technology, and people. Alongside my advisory work, I am also a lecturer and speaker in Artificial Intelligence and Emotional Intelligence. I design learning experiences that integrate essential theory with real-world applications, supporting leaders and professionals in navigating the AI era with awareness, critical thinking, and responsibility. I strongly believe that innovation becomes truly effective only when technological capability and human intelligence evolve together. I am particularly interested in collaborations and conversations around digital innovation, AI-driven transformation, leadership development, and the future of work, especially in contexts where technology is a lever for both performance and cultural change. *** Open to speaking about #STEM, #WomenInTech, #Innovation, #HRTransformation

description: Tech & Digital Innovation advisor with cross-industry experience (Healthcare & Pharma, Fashion & Luxury, Consumer Goods, Insurance) supporting international clients across Europe, the Middle East and North America. Key areas of impact: ▪ Definition of digital and technology strategies for CxO and Board-level stakeholders, leveraging market benchmarks and emerging technology trends to design 3–5 year transformation roadmaps focused on innovation and competitive advantage ▪ Design and optimization

evidence_experience: "Tech & Digital Innovation advisor with cross-industry experience... supporting international clients across Europe, the Middle East and North America" and "Definition of digital and technology strategies for CxO and Board-level stakeholders" for clients, plus "Design and optimization of IT operating models" for client organizations, not BCG's own.


Rackshini Somasundaram

publicIdentifier: rackshini

sourced_title: Data Reporting Analyst

firm: Australia Post

headline: Business Consultant at Terra Firma Business Consulting

position: Data Reporting Analyst

company: Australia Post

evidence_experience: No About or detailed experience text provided beyond title and dates; no internal function ownership described.


Kevin Murawinski

publicIdentifier: kevin-murawinski

sourced_title: Marketing and Content Manager

headline: Senior Marketing Leader

about: My words have helped a Brooklyn neighborhood get a new playground and enabled military veterans to receive free education and medical care without leaving their homes. Through effective copy, research and storytelling, I've helped brands like 3M, ID.me, PepsiCo, Spanx, Dunkin', Norwegian Cruise Lines, NAHB, DC Metro, Key Food Supermarkets, Viacom, Fab.com, and more.

position: Marketing and Content Manager

evidence_experience: "Through effective copy, research and storytelling, I've helped brands like 3M, ID.me, PepsiCo, Spanx, Dunkin', Norwegian Cruise Lines, NAHB, DC Metro, Key Food Supermarkets, Viacom, Fab.com, and more."


Madeleine C.

publicIdentifier: madeleine-chattou-coumbil-

sourced_title: Vice-présidente - Groupe Innovation - Gestion des talents

firm: Cofomo

headline: Vice-présidente -Groupe Innovation - Gestion des talents

company: Cofomo

band_reasons: disqualified; ie_unclear

evidence_experience: Only one role listed, same title as headline; no description of duties provided beyond the talent-management title.


Raam Gururajan

publicIdentifier: raam-gururajan

sourced_title: AVP, AI & Technology

firm: Relanto

headline: AVP | MIT | Cognitive Architectures | 🏆 Top 25 Leader | Evals | LLMOps | Ex-JPMC, MS

about: AI & Data Leader scaling businesses to $25M+ ARR through engineering excellence and high-stakes execution.xn--with-z3ca 20+ years in Japan, US and India across Investment banking, IT Services and startup leadership, I help organizations solve complex AI & Data problems using scalable data engineering, robust algorithms and enterprise AI stack.xn--what-z3ca I DO:̺Obsessed with Quality and ROI, I bring:̺̺✅ Lean Execution: Experienced in turning resource constraints into profitable ventures, prioritizing smart scaling, operational efficiency, and a clear path to the big picture.̺̺✅ Product-Led ROI: Launching products that solve real customer problems, relentlessly focused on driving immediate ROI keeping an eye on the long-term business value.̺̺✅ Technical & Strategic : Leveraging deep roots in Quant Research, AI, and Engineering to ensure scalable foundations while maintaining speed and agility.xn--at-3yba Relanto, I partner with organizations to accelerate AI maturity and dismantle complex, niche roadblocks where speed is the only competitive advantage.

position: AVP, AI & Technology

company: Relanto

evidence_experience: "At Relanto, I partner with organizations to accelerate AI maturity and dismantle complex, niche roadblocks where speed is the only competitive advantage." - this describes external client service delivery, not internal firm function ownership.


Ikram Akka

publicIdentifier: ikram-akka

sourced_title: Consultante Business Intelligence

headline: Consultante Business Intelligence chez Magellan Consulting - Groupe Magellan Partners

position: Consultante Business Intelligence

evidence_experience: Consultante Business Intelligence @ Magellan Consulting - Groupe Magellan Partners (10/2019 - Present) - no further detail on internal function ownership provided


Matteo Chayriguès

sourced_title: Senior AI Engineer

headline: Senior AI Engineer | Data Scientist

about: Data Scientist specializing in developing solutions in machine learning and generative AI. Proven expertise in predictive modeling, customer segmentation, and generative AI. Experienced in deploying large-scale production models, orchestrating complex pipelines, and implementing cloud architectures.

position: Senior AI Engineer

description: ￮ Served as GCP and Azure technical expert, overseeing cloud infrastructure and deployment for GenAI workloads. ￮ Led technical scoping and feasibility assessment of AI/LLM projects, aligning business needs with GenAI capabilities to prioritize high-impact initiatives. ￮ Managed and mentored a team of 4 AI engineers, conducting technical interviews and driving recruitment for the GenAI practice. ￮ Organized weekly Data School/REX sessions for 80+ participants to upskill the team on emerging fram

evidence_experience: Led technical scoping and feasibility assessment of AI/LLM projects, aligning business needs with GenAI capabilities to prioritize high-impact initiatives; Served as GCP and Azure technical expert, overseeing cloud infrastructure and deployment for GenAI workloads.


Abhinav Takkar

publicIdentifier: abhinav-takkar

sourced_title: Manager - Data Analytics

firm: Claight

headline: Manager – Data Analytics | Driving Business Impact with AI, DAX and Data Strategy | Leader in Analytics, AI & Digital Transformation

about: I’m a data-driven problem solver with 7+ years of experience helping businesses turn complex information into actionable strategies.At Claight, I lead data analytics initiatives that power decision-making across industries — from building 50+ interactive Power BI dashboards to delivering cost-saving insights that reduced expenses by 20%.Beyond analytics, I manage a multi-member cross-functional team bridging technical execution with business strategy. While I’m not a hands-on coder, I excel at guiding teams, simplifying complexity, and ensuring projects deliver measurable impact.What I bring to the table:Analytics Leadership – Leading enterprise-wide BI and reporting transformations.Project Delivery – Managing end-to-end initiatives from requirements to stakeholder adoption.Innovation – Implementing RPA and advanced data models to improve speed & accuracy.Collaboration – Partnering across functions to align technology solutions with business goals.Whether it’s uncovering hidden trends, streamlining operations, or enabling teams to work smarter, I’m passionate about using data and technology to create clarity from complexity.

position: Manager - Data Analytics

company: Claight

description: Lead enterprise wide analytics and AI strategy, aligning Power BI, SQL, Python, and ML driven solutions with business goals across industries. Manage cross functional teams across analytics, data engineering, AI/ML, Python, and web development, owning end-to-end delivery of AI-enabled products. Drive automation, AI, and intelligent workflows to cut manual reporting by 40%, deploying Python pipelines, predictive models, and LLM assisted insights. Own AI project lifecycle including use case defini

evidence_experience: Lead enterprise wide analytics and AI strategy, aligning Power BI, SQL, Python, and ML driven solutions with business goals across industries. Manage cross functional teams... owning end-to-end delivery of AI-enabled products.

resolved_account_name: Claight


Ca reshu S.

sourced_title: BCG Platinion AI Manager

headline: BCG | CA | ISB

position: BCG Platinion AI Manager

evidence_experience: "Leading strategic digital transformation, enterprise modernization, and operating model transformation initiatives for large enterprises and government organizations. Advising executive leadership on transformation strategy, governance, operating models, and digital enablement while delivering measurable business outcomes through cost optimization, operational excellence, and enterprise-wide modernization."


Gabriela Lujan brollo

publicIdentifier: gabriela-lujan-brollo

sourced_title: Lead Consultant | Innovation & Sustainability Center of Excellence

firm: BIP Brasil

headline: Lead Consultant in Innovation & Sustainability | Post-Doc in Mechanical Eng. | MBA in ESG | Awarded by MIT with the Fire Hydrant Award | Awarded by 3M as Woman in Science from Canada + Latin America

about: I'm a professional who wants to make a positive impact in the world, through citizen leadership, science and innovation. Competences: Consulting in Innovation & Sustainability (sectors: Mining & Metals, Oil & Gas, Energy, Telecom), vast experience in R&D (sectors: Metallurgical & Mechanical Engineering). Awarded by MIT with the Fire Hydrant Award (2021); Awarded by 3M as Women in Science from Canada + Latin America (2024); Awarded by SENAI CIMATEC with 2nd most innovative project in Sustainability (2021).

company: BIP Brasil

resolved_account_name: BIP Brasil


Jorge Nava

sourced_title: Director of Transformation and Innovation / Consulting Director

firm: Opinno

headline: Director of Transformation and Innovation at Opinno | Venture Building | Open Innovation | CVC | Corporate Transformation

about: International transformation and innovation executive with over 10 years of experience scaling and transforming complex, leading multinational organizations across banking, technology, consulting, insurance, energy, construction, and education in Spain and Latin America. An execution- and results-driven professional with direct impact on EBITDA, skilled at mobilizing large teams and representing the transformation and innovation agenda to executive committees where trust, customer experience, and execution excellence are paramount.

company: Opinno

description: ● Scaled Opinno's consulting business in LatAm by selling and delivering transformation and innovation programs, sustaining 30% YoY growth while leading a team of 40+ sales and operations professionals. ● Built the Transformation and Innovation practice in LatAm from the ground up (strategy, P&L, and value proposition), opening private-sector client relationships that generated 30+ major accounts. ● Led enterprise-wide transformation programs with direct P&L responsibility, delivering EBITDA inc

evidence_experience: Led enterprise-wide transformation programs with direct P&L responsibility, delivering EBITDA increases of over 15% and reporting directly to each company's executive committee - i.e. delivered to client organizations, not internal to Opinno.

resolved_account_name: Opinno


Vishakha Agrawal

publicIdentifier: agrawalvishakha

sourced_title: Lead - Social and Development Research

position: Lead - Social and Development Research

evidence_experience: Headline: "Healthcare and Social Impact Consulting Head | Strategic Consulting | Monitoring & Evaluation | Sustainability Enthusiast" - describes client-facing consulting and M&E work, no internal function ownership signal.


Alain Boucher

publicIdentifier: alain-boucher

sourced_title: Cloud , AI , Microservices , API Solution Architect

headline: Fullstack Senior Developer Angular , Microservices Cloud Architect and AI Integrator (30 years of exp.)

about: I work in the information technologies field for over 28 years and I have a vast experience in distributed systems, intranet/extranet architecture, J2EE, and Java. I'm also experienced in Spring Boot, NodeJS, Angular, and Typescript. In recent years, I have worked as a full-stack developer focusing on developing Angular and REST APIs using Angular 2 to 14 and NodeJS frameworks. Additionally, I have experience with SOA architectures and middleware.

band_reasons: disqualified; company_concern; builder

evidence_experience: I work in the information technologies field for over 28 years and I have a vast experience in distributed systems... In recent years, I have worked as a full-stack developer focusing on developing Angular and REST APIs


Sofie Verhulst

sourced_title: Group Human Resources Director

firm: Avertim

headline: Culture, Strategy, Organization, People, HR & AI

about: People & Organisation/HR business partner to entrepreneurs, investors, leaders, managers and HR decision makers in their transformation journeys.

position: Group Human Resources Director

company: Avertim

description: Leading the design and execution of an employee experience driven, data-informed and AI-enabled people strategy across countries, covering talent acquisition, development, performance, reward, learning, well-being and DEI. Enabling people and AI-driven transformation ensuring people are equipped, engaged and empowered to thrive.

internal_vs_external: internal

evidence_experience: "Leading the design and execution of an employee experience driven, data-informed and AI-enabled people strategy across countries, covering talent acquisition, development, performance, reward, learning, well-being and DEI."

resolved_account_name: Avertim


Julia Wiesermann

publicIdentifier: julia-wiesermann

sourced_title: EMESA Co-Lead Technology & Digital Advantage in Health Care

firm: Boston Consulting Group (BCG)

headline: Managing Director - BCG Practice Area Lead Technology & Digital Advantage for Health Care EMESA Region

about: I am a Managing Director at BCG Platinion. I have a track record in helping Healthcare and IG clients with complex IT transformation challenges including large IT programs, implementing digital propositions, IT strategy and IT operating model reviews, IT due diligence, IT carve-outs, PMI as well as shared service center design and implementation. I served as a consultant as well as line and interim manager.

company: Boston Consulting Group (BCG)

suppressed: yes


Ioannis Kapelis, sfc, ssyb, emba

sourced_title: Senior Manager at Grant Thornton | Technology Intelligence & Performance

headline: Senior Manager at Technology Intelligence & Performance

description: Leading Intelligent Automation initiatives with a focus on strategy, governance, and organizational transformation. Responsible for guiding cross-functional teams, shaping automation roadmaps, and ensuring business alignment across large-scale digital programs. Acting as a trusted advisor to executives on innovation, efficiency, and change management.

evidence_experience: Leading Intelligent Automation initiatives with a focus on strategy, governance, and organizational transformation... Acting as a trusted advisor to executives on innovation, efficiency, and change management.


Anmol Singh

sourced_title: Team Manager- Market Research

firm: IMARC Services Private Limited

headline: Team Manager- Market Research at IMARC Group | AI & Emerging Technologies | ICT & Semiconductors | Automotive | Healthcare | Market Intelligence | Strategic Research | Competitive Analysis

about: Market Research Professional with experience in delivering strategic insights and industry intelligence across global markets. Currently leading teams and managing research projects that help businesses understand market dynamics, competitive landscapes, and growth opportunities.I specialize in market opportunity assessment, competitive benchmarking, industry trend analysis, and strategic insights generation. Over the years, I have supported clients in developing market entry strategies, identifying investment opportunities, and making data-backed business decisions.With strong experience in client interaction and project leadership, I enjoy transforming complex data into clear, actionable insights that influence strategic decisions.

position: Team Manager- Market Research

company: IMARC Services Private Limited

evidence_experience: "I have supported clients in developing market entry strategies, identifying investment opportunities, and making data-backed business decisions."

resolved_account_name: IMARC Services Private Limited


Carld Neuris m.

publicIdentifier: carldneuris

sourced_title: Manager | Risk Strategy

firm: Nexialog Consulting

headline: Manager | Risk Strategy at Nexialog

about: Trained to use Quantitative and Actuarial Techniques in Bank, Life / Non-life Insurance, in Reinsurance sector.Thus more specifically in the practice of Econometric Methods of Valuation of Portfolios, Risk Management. Now I am developing my carrer in Risk & Strategy in Bank,Insurance & Corporate Finance.

position: Manager | Risk Strategy

company: Nexialog Consulting

description: ◼ Risk Strategy : ▫ European Central Bank (ECB/JST) – Internal Models Pre-Application & Application packages => Submission of PD, LGD, CCF & LGD/ELBE models => RLSA : Return to Less Sophisticated Approach for 3 entities(French &Italian) => Redesign of the banking approval framework for the IRB Rating System. => Closure of Internal Inspection Recommendations : (ECB IT Implementation Readiness) ▫ Credit Risk RWA Transformation Project : Credit Risk Mitigation(CRM) => RWA Calculation Engine/Proc

evidence_experience: "Risk Strategy : European Central Bank (ECB/JST) – Internal Models Pre-Application & Application packages... Credit Risk RWA Transformation Project" - all client-facing deliverables for financial institution clients.

resolved_account_name: Nexialog Consulting


Maxie Kalish

publicIdentifier: maxiekalish

sourced_title: Sr. AI Technical Program Manager

firm: CFGI

headline: Sr. AI Technical Program Manager at CFGI

about: Leadership & Team Management: Strategic Planning, Organizational Management, Training, Goal Setting Project Management: Defining Test Strategies, Stakeholder Communication, Risk Management, Resource Allocation, Quality Assurance, Timeline Management, Monday.com, Smartsheets, JIRA Technical Proficiency: Data Analysis, Power BI, Salesforce, Excel, Tableau, SharePoint, Looker Studio

position: Sr. AI Technical Program Manager

company: CFGI

evidence_experience: No description provided beyond title and dates; About section lists generic skills (Leadership, Project Management, Technical Proficiency) with no first-person account of internal vs external work.

resolved_account_name: CFGI


Susely Figueroa iglesias

publicIdentifier: susyfig

sourced_title: Senior Manager - IA Appliquée - Responsable R&D

firm: WILLING

headline: Responsable R&D | Senior Manager AI

about: As a mathematician by training, I approach every challenge—both personal and professional—with a mindset grounded in logic and clarity. I firmly believe that "memory is finite, but reasoning is boundless" . This philosophy shapes the way I learn, solve problems, and lead teams: by prioritizing deep understanding over rote recall, and adaptable thinking over static knowledge. It’s a principle that has guided my work across disciplines and continues to inspire my commitment to innovation and lifelong learning.

company: WILLING

evidence_experience: Only one role listed with no description of duties beyond the title itself.


Gisele A.

sourced_title: Innovation Consultant

firm: MJV Technology & Innovation

headline: Strategic Designer working across Research, Transformation & Facilitation, informed by Systems Thinking

about: With over 15 years of experience in complex corporate environments, from enterprise technology and transformation to strategic design and research, I help organisations make sense of complex challenges and translate evidence into strategic direction, better services and practical interventions. Systems Thinking strengthens my practice by helping connect user needs with organisational conditions, business priorities, stakeholder relationships and the wider context shaping a challenge. My work combines strategic research, systemic analysis and facilitation to support decision-making, innovation and organisational transformation. Alongside consulting projects, I am increasingly translating this accumulated practice into learning experiences, workshops and B2B programmes, helping teams apply Systems Thinking to research, design and innovation in practice.

position: Innovation Consultant

company: MJV Technology & Innovation

description: Led strategic design and innovation initiatives that turned complex customer, organisational and market challenges into new experience strategies, service opportunities and clearer innovation directions. Selected work included using Systems Thinking to turn persona research into a cross-functional strategic asset, designing game-based AI workshops that enabled non-technical teams and leaders to identify business value and frame initiatives, and using exploratory market and customer research to s

evidence_experience: "Led strategic design and innovation initiatives that turned complex customer, organisational and market challenges into new experience strategies, service opportunities and clearer innovation directions" - all client-facing project work, no internal function ownership.

resolved_account_name: MJV Technology & Innovation


David Avedillo luengo

publicIdentifier: davidavedillo

sourced_title: Consultant - Data Migrations, Integrations & Technology Manage

firm: BASE life science

headline: TLM Reconciliations - Santander Digital Services @ Indra Software Labs

about: IT and CRM consultant with 15+ years of experience, specialized in Veeva ecosystem and Salesforce within Life Sciences. Proven track record in complex data migrations, system integrations and multi-client support, always focused on customer technical solutions based on business needs.

company: BASE life science

description: System Integration | August 2026 – Today | Accord Healthcare CRM Assessment | June 2026 – Today | Hipra Project Management | November 2025 – March 2026 | Bayer CRM Assessment | September 2025 – December 2025 | Ferring CRM Support and Configuration | August 2025 – Today | Dr. Pfleger CRM Support and Configuration | August 2025 – Today | Engelhard CRM Support and Configuration | August 2025 – Today | Bioprojet Project Management | August 2025 | Bayer CRM Assessment | July 2025 – August 2025 | Amge

evidence_experience: "System Integration | Accord Healthcare CRM Assessment | Hipra Project Management | Bayer CRM Assessment | Ferring CRM Support and Configuration ... Novo Nordisk Data Migration" - a long list of distinct named-client engagements, all delivery work.

resolved_account_name: BASE life science


Diego Gonzalez

publicIdentifier: diefgonzalezpac

sourced_title: Senior Data Engineer

firm: Qaracter US - Beyond Your Challenge

headline: Data Engineer | GCP | Python | Airflow

about: Passionate Data Specialist with Scientific Acumen: I am a data professional with 4+ years of dedicated experience at the confluence of data science, data engineering, and data analysis within industrial contexts. My journey is rooted in a passion for extracting insights and driving solutions from complex datasets. Data Expertise: Proficient in Python, SQL, Azure Cloud, Airflow, and Power BI. Applied expertise in Python, SQL, Airflow, Plotly, and DAX in diverse industrial projects. Scientific and Mathematical Foundation: Leveraging a strong foundation in scientific and mathematical knowledge, I excel in crafting data-driven solutions that go beyond numbers, providing actionable insights for industrial decision-making. Impactful Contributions: Spearheaded the development of pivotal dashboards, integral to optimizing commercial team activities within industrial frameworks. Architected and implemented robust data pipelines, fortifying the data architecture of industrial systems.

position: Senior Data Engineer

company: Qaracter US - Beyond Your Challenge

band_reasons: disqualified; ie_unclear; builder

evidence_experience: "Architected and implemented robust data pipelines, fortifying the data architecture of industrial systems" and "Spearheaded the development of pivotal dashboards, integral to optimizing commercial team activities within industrial frameworks" - hands-on IC building work, no ownership of any internal knowledge/AI/governance function.

resolved_account_name: Qaracter US -  Beyond Your Challenge


Lucas V.

publicIdentifier: lucasv-engineer

sourced_title: Data Consultant

firm: Visagio

about: I am a Tech Lead and Senior DataOps Engineer at Visagio, Currently, I bridge the gap between complex engineering and business value, focusing on:Technical Leadership: Guiding architectural decisions, project planning, and mentorship for the DataOps team.Operational Excellence: Defining internal standards for documentation, production readiness, and CI/CD lifecycles.Cloud Architecture: Orchestrating large-scale workloads using Google Cloud Platform (GCP), including BigQuery, Dataproc (Spark), and Cloud Composer (Airflow).Previously, I’ve navigated complex data environments in BI and analytics, managed cloud migrations from Azure to GCP, and contributed to academic research in Machine Learning and Deep Learning.Technical Toolkit: 🔶 GCP: BigQuery, Dataproc (Spark), Cloud Composer, Cloud Run, Pub/Sub. 🔶 AWS & Multi-cloud: Redshift, Athena, S3, AWS Glue, and Azure migration. 🔶 Engineering: Python, SQL, dbt, Spark (Batch/Streaming), Data Modeling. 🔶 DataOps: Workflow Optimization, Governance, and FinOps (Cost optimization).I am driven by the challenge of transforming complex data into scalable assets that move the needle for the healthcare sector. Whether it's mentoring a team or architecting a mission-critical pipeline, my focus is on reliability and impact.Building something meaningful with data? Let’s connect.👨💻 GitHub: https://github.com/Lukasv30

position: Data Consultant

company: Visagio

evidence_experience: "I bridge the gap between complex engineering and business value, focusing on: Technical Leadership: Guiding architectural decisions, project planning, and mentorship for the DataOps team... Cloud Architecture: Orchestrating large-scale workloads using Google Cloud Platform (GCP)"

resolved_account_name: Visagio


Edinor Junior

publicIdentifier: edinorjr

sourced_title: Sr AI/ML Data Engineer (via RedCloud Consulting)

firm: Google

headline: Senior Data & GenAI Platform Engineer | Production-Grade LLM Systems | Cloud & Distributed Architectures

about: Edinor Junior is a Senior Data & GenAI Platform Engineer with nearly two decades of experience designing and operating scalable, cloud-native systems. His background is rooted in data engineering and distributed systems, where he has led the development of high-throughput data platforms, real-time processing pipelines, and resilient cloud architectures across multiple industries. This foundation naturally extended into architecting production-grade GenAI platforms that integrate LLM-based capabilities into enterprise environments. Edinor focuses on building systems designed for production. His work combines data engineering, platform engineering, and DevOps principles to support retrieval systems (RAG), inference services, orchestration layers, observability, and cost-efficient cloud deployments. He specializes in designing scalable architectures that enable organizations to transition from AI prototypes to reliable, production-ready systems with strong operational foundations. In addition to hands-on engineering, Edinor contributes through technical leadership and mentoring, supporting teams in building robust data and AI platforms. Core expertise: Data Engineering, GenAI Platforms, LLM Systems, Cloud Architecture (AWS & Azure), Distributed Systems, Python, Spark, SQL, and Platform Engineering.

company: Google

description: Working as a Senior AI/ML Data Engineer, focused on building production-ready AI and machine learning solutions, with emphasis on scalable ML workflows, model enablement, and AI-driven data products. Key responsibilities: • Design and development of AI/ML workflows supporting model training, experimentation, evaluation, and deployment • Implementation of production-oriented machine learning pipelines for reliable and repeatable model delivery • Development of data and feature pipelines to suppor

evidence_experience: "Working as a Senior AI/ML Data Engineer, focused on building production-ready AI and machine learning solutions... Design and development of AI/ML workflows supporting model training, experimentation, evaluation, and deployment"


Sireen Hajaig

sourced_title: Research Analyst

firm: Vanguard Think Tank

headline: Research Analyst @ Vanguard Think Tank | Economics

about: Currently a Research Analyst at Vanguard Think Tank and pursuing a Bachelor's in Economics at the American University of Beirut, expected in 2027. Past roles include Blog Manager and Consultant at Blackmont Consulting, where they honed creative writing, analysis, and problem-solving skills, as well as a Legal Intern at Alem. Fluent in English, French, and Arabic, they bring strong analytical skills and a passion for writing to their roles, contributing to impactful projects in economics and consulting. Their academic and professional experiences reflect a commitment to delivering thoughtful, data-driven insights.

position: Research Analyst

company: Vanguard Think Tank

evidence_experience: "Currently a Research Analyst at Vanguard Think Tank and pursuing a Bachelor's in Economics at the American University of Beirut, expected in 2027."


Victor Ross

sourced_title: Head of Procurement Research

headline: Head of Procurement Research at Claight Corporation

position: Head of Procurement Research

evidence_experience: Head of Procurement Research @ Claight Corporation (Expert Market Research) (04/2021 - Present) - no further description provided


Riccardo Benetazzo pagnin

publicIdentifier: riccardo-benetazzo-pagnin

sourced_title: Cybersecurity Leader

firm: Arsenalia

headline: CISO di Gruppo e Responsabile Business Unit Cybersecurity @ Arsenalia | Collego sicurezza operativa e decisioni d’impresa

about: L'Italia ha un problema di sovranità digitale. E la cybersecurity è al centro di tutto. Da 10 anni aiuto aziende italiane a costruire difese che funzionano — Zero Trust, Cloud Security, XDR. Ma la vera sfida non è la tecnologia: è cambiare mentalità. Ho visto 500+ aziende italiane trasformare la loro sicurezza. Le migliori non hanno comprato prodotti — hanno costruito cultura. Alcune cose che ho imparato: → Il 90% degli incidenti nasce da problemi che già conoscevi → Zero Trust non è un prodotto, è un principio → La compliance non è sicurezza (ma aiuta a farsi finanziare) 🎙 Nel mio podcast Cyber Espresso parlo di quello che non si dice: sovranità digitale, dipendenze tecnologiche, e cosa serve davvero per proteggere le imprese italiane. CISSP | Speaker | Mentor Scrivi se vuoi parlare di security — quella vera.

position: Cybersecurity Leader

company: Arsenalia

evidence_experience: Da 10 anni aiuto aziende italiane a costruire difese che funzionano — Zero Trust, Cloud Security, XDR. Ho visto 500+ aziende italiane trasformare la loro sicurezza.

resolved_account_name: Arsenalia


Elizabeth Hlaihel, msa, cpa

publicIdentifier: elizabethhlaihel

sourced_title: Senior Manager - Risk Advisory

headline: 14+ Years at Big Four (Deloitte, EY, PwC) • Senior Manager/Director • Risk, Internal Controls/SOX/COSO, Financial Audits, Quality Assurance • SMB to Fortune 500 • CPA & MSA • Diverse Industries

about: I’m a value-focused, high integrity internal controls & audit leader with 13+ years of high performance at Big Four firms serving SMB to Fortune 500 accounts in diverse industries. My credentials include a Master of Accounting, CPA, and market-leading audit expertise including risk assessment, SOX compliance, internal control implementation, remediation of gaps & deficiencies, as well as global compliance/accounting & auditing standards (GAAP, IFRS, ISA, PCAOB, AICPA, ISA). On the culture front, I cultivate positive, fun remote/global work environments with motivated teams, bringing a strong ability to connect with people, mentor, and build rapport/trust. EXECUTIVE STRENGTHS: Team Building & Leadership | Project Oversight & Planning | Executive Advisory | Communication & Presenting | Mentoring & Training | Interpersonal Relationships CONTROLS & AUDITING: Financial Analysis & Reports | Full-Cycle Accounting | Risk Assessment & QA | Global Audit Engagements | Global Standards EXECUTIVE VALUES: Genuine & Kind Leadership | Integrity & Commitment | Candid & Accountable

position: Senior Manager - Risk Advisory

evidence_experience: "internal controls & audit leader with 13+ years of high performance at Big Four firms serving SMB to Fortune 500 accounts in diverse industries" - this is client-facing risk/audit advisory work, not internal knowledge/AI function ownership.


Jeremy m. Villar

sourced_title: Director, Data Engineering

headline: Director, Data Engineering at CFGI

about: Skilled in full-stack Business Intelligence development – using technology and data to deliver impactful insights to the bottom line. Automation of executive level, business-critical reporting. Can execute modern data stack standup. Direct communication with stakeholders. Technical: SQL (advanced), Python, REST/SOAP APIs Frameworks: DBT, Dagster Data Visualization: Sigma Computing, Power BI, Tableau, Retool Cloud & Data Warehouse: Snowflake, Salesforce, AWS (S3, EC2) Version Control & Project Management: GitHub, Jira Other Experience: Fivetran, Azure, Informatica, Excel

position: Director, Data Engineering

band_reasons: disqualified; ie_unclear; company_concern; builder

evidence_experience: "Skilled in full-stack Business Intelligence development - using technology and data to deliver impactful insights to the bottom line. Automation of executive level, business-critical reporting. Can execute modern data stack standup."


Laura García muñoz

publicIdentifier: lauragarciamunoz

sourced_title: Innovation and Digital Product Design Manager

headline: Innovation & Digital Product Design Manager - UX Researcher #EjecutivasEOI

about: I help companies empathize with their customers and design digital products, services and business models that matter. In the last +10 years, I have managed projects in the fields of banking (specially in payment methods and consumer finance), insurance, health, energy and mobility. As a Digital Product Design Manager in Opinno, my responsibility goes beyond experience design. I believe we are responsible of showing our clients the importance of design. Of prototyping and testing before implementing. Of reaching a compromise between business objectives, technical capabilities and user needs. Although I started my career in business intelligence and traditional market research, user research is my biggest passion and curiosity is the word that best defines me. This curiosity led me to work in France and Hong Kong thanks to the Erasmus and ICEX scholarships and to study things as diverse as digital business, data-driven design, front-end development or professional photography. In 2019 and again thanks to a scholarship, I completed an Executive Development Program for Women at EOI. This challenge has radically changed my vision of people management and the role of women in business and technology.

evidence_experience: "I help companies empathize with their customers and design digital products, services and business models that matter... I believe we are responsible of showing our clients the importance of design."


Agathe Lobbé

publicIdentifier: agathe-lobbe-data-analyst

sourced_title: L'Oréal Division Luxe - Consultante Data Advocacy & Influence

firm: Adone Conseil

headline: Senior Data Analyst / BI Consultant – Executive Reporting (Power BI, Looker Studio)

about: Consultante Data & Project Manager forte de 6 ans d'expérience au sein de grands comptes internationaux (L'Oréal, Sephora, Legrand). Spécialisée dans la conception de reportings décisionnels et l'analyse de marché pour le top management, j'allie rigueur analytique et pilotage de projets transverses, du cadrage de la gouvernance à la mise en œuvre opérationnelle.

company: Adone Conseil

description: · Analyse de l'état et de l'évolution du marché de la beauté pour guider les orientations stratégiques de la division Luxe. · Pilotage du projet CERBY (coordination et mise en conformité des comptes sociaux) en tant que Division Champion. · Point de contact central des zones et des marques pour l’accès à la donnée, son exploitation et l'animation de trainings.

evidence_experience: "Analyse de l'état et de l'évolution du marché de la beauté pour guider les orientations stratégiques de la division Luxe" and "Point de contact central des zones et des marques pour l'accès à la donnée" - all client-facing deliverables for L'Oréal, not internal ownership at Adone Conseil.

resolved_account_name: Adone Conseil


Ignacio Giménez garcía

sourced_title: Market risk consultant

firm: Nfq Advisory, Solutions, Outsourcing

headline: Mathematician | Financial Risk Consultant

position: Market risk consultant

company: Nfq Advisory, Solutions, Outsourcing

evidence_experience: Market risk consultant @ Nfq Advisory, Solutions, Outsourcing - no internal function ownership described.


Vikram Jumnani

sourced_title: Team Manager - Market Research

headline: Experienced Market Researcher and Consultant

about: Progressive work experience in market reports and management/strategic consulting. Currently, I am working as a Senior Consultant with excellent track record Job responsibilities are: Pre Sales Support Post Sales Support Team Guide

position: Team Manager - Market Research


Akanksha Dixit

sourced_title: Senior Manager - Procurement Research

firm: Claight

headline: Senior Manager-Procurement Research | Procurement Intelligence | Strategic Insights

about: As a Senior Manager at Claight since April 2026, I lead procurement research initiatives with a focus on cost model development, procurement intelligence, and negotiation support. My role includes managing procurement projects, conducting supplier assessments, developing procurement strategies, and performing market analysis for chemicals and commodities to foster data-driven decision-making. I bring over 8+ years of expertise in procurement research, including my roles in procurement team,, where I managed strategic projects, handled client relationships, and delivered end-to-end project execution. Additionally, I am committed to team growth through training and development programs to enhance performance and ensure successful project outcomes.

position: Senior Manager - Procurement Research

company: Claight

evidence_experience: "I lead procurement research initiatives with a focus on cost model development, procurement intelligence, and negotiation support...managing procurement projects, conducting supplier assessments, developing procurement strategies, and performing market analysis for chemicals and commodities...handled client relationships, and delivered end-to-end project execution"


Armin Herzig

sourced_title: Head of Integrated AI-Services

firm: CAMELOT Management Consultants

headline: Head of Integrated AI-Services bei CAMELOT Management Consultants

position: Head of Integrated AI-Services

company: CAMELOT Management Consultants

evidence_experience: No further description of the role's scope, remit, or internal vs client-facing focus is provided beyond the title and dates.


Iliyana Tarpova

sourced_title: Consultant in Data Science and AI

firm: d-fine

headline: Senior Consultant in Data Science and AI at d-fine

position: Consultant in Data Science and AI

company: d-fine

evidence_experience: Consultant in Data Science and AI @ d-fine (10/2019 - Present) - no description of internal function ownership or firm-wide knowledge/AI initiative.

resolved_account_name: d-fine


Manasvi Khanna

publicIdentifier: manasvi-khanna

sourced_title: Senior Data Analyst

firm: Cartesian

headline: Senior Data Analyst at Cartesian

about: I’m a data scientist focused on transforming data into actionable insights that drive strategic decisions and operational impact. With experience across the renewable energy and tech sectors, I specialize in forecasting models, time series analysis, and building scalable data pipelines. At REsurety, I advanced wind and solar generation analytics — improving forecast accuracy, auditing global energy portfolios, and understanding financial risk for clean energy clients. At Cartesian, I support TMT clients by developing data reporting solutions that strengthen sales cycles and inform strategic growth decisions. My research background, including spatial analytics of large-scale social movements, reflects a deep interest in applying data science to complex, real-world systems. I’m always looking for ways to bridge technical rigor with practical outcomes.

position: Senior Data Analyst

company: Cartesian

evidence_experience: "At Cartesian, I support TMT clients by developing data reporting solutions that strengthen sales cycles and inform strategic growth decisions." / "At REsurety, I advanced wind and solar generation analytics ... for clean energy clients."

resolved_account_name: Cartesian


James Bernstein

sourced_title: Head: Financial Risk Management

firm: Genesis Analytics

headline: Head of Financial Risk Management at Genesis Analytics

about: James leads Financial Risk Management at Genesis Analytics. He has spent over three decades working at various banks in London, New York and Johannesburg. His areas of expertise are risk management, portfolio and capital management, and financial regulation, and he specialises in risk governance and conformance, in which he has vast experience. James also provides both public and in-house training courses on risk and regulatory requirements. Prior to his consulting career, he headed up Risk Oversight and Governance for Absa Capital’s Africa operations and, before that, worked at Nedbank. There, based on his deep experience in treasury and market risk, he headed up a team that, together with international experts in the field, developed and customised a credit portfolio capital management model for the whole of the Nedbank Group that was integrated into the Basel II and Capital Management Programme. He previously worked in market risk for the Treasury Department at Standard bank. James began his career in finance with Morgan Stanley (London) in 1986, and has focused on risk management since he began working at Bankers Trust London in 1994, when the quantification of risk was still in its infancy. He relocated to South Africa in 1997 to become the local Market Risk Manager for ING Barings. In addition to his professional activities, James lectures Financial Risk Management to Masters Students at The University of the Witwatersrand (Wits), as well as in Economics for Business to MBA students at Wits Business School. He also supervises Masters and MBA students in the compilation of their research reports. James holds a BA in Economics from the University of California and an MSc in Economics from London University.

position: Head: Financial Risk Management

company: Genesis Analytics

description: Genesis is the largest economic-based consulting firm in Africa. Genesis is headquartered in Johannesburg with an office in Kenya and Dubai, and a partner in India. We work in Africa, the Middle East and Asia with teams of skilled and experienced associates across the regions. The Risk Management unit consists of highly experienced former bankers who are passionate about risk management. We deliver advisory services to financial institutions across all risk categories. We assist institutions to

evidence_experience: "We deliver advisory services to financial institutions across all risk categories. We assist institutions to unlock shareholder value through reinforcing and enhancing their in-house management and resources"

resolved_account_name: Genesis Analytics


Tarang Chauhan

sourced_title: Digital Insights Specialist

firm: IMARC Services Private Limited

headline: Digital Insights Specialist | 7+ Experience | B2B | SaaS

about: As a Market Researcher at IMARC Services Private Limited, I lead strategic initiatives to deliver in-depth market analysis and insights. With a focus on innovation and accuracy, I oversee comprehensive research projects across various industries, helping clients navigate market trends and make data-driven decisions for their business growth. My role encompasses guiding a talented team of analysts, fostering client relationships, and ensuring the delivery of high-quality, actionable intelligence that drives success.

position: Digital Insights Specialist

company: IMARC Services Private Limited

evidence_experience: "I oversee comprehensive research projects across various industries, helping clients navigate market trends and make data-driven decisions for their business growth."


Danish Bhateja

sourced_title: Generalist Expert (AI Evaluation)

firm: Mercor

headline: Business & AI Consultant | I Accounting & Finance

about: Most teams don't have an AI problem. They have a too-much-manual-work, not-enough-clear-decisions problem, and AI is just the fastest way to fix it.That's what I do: I help founders and lean teams make AI do the boring work, so their people can do the valuable work. I find the expensive problem nobody wants to touch, model it, and ship the fix instead of adding another dashboard.At Blackmont Consulting I found a client drowning in overlapping AI-tooling invoices, traced every line back to real usage, and cut their bill by 25%, then earned the Project Manager title within four months by owning outcomes, not tasks.In parallel I built and shipped a live AI finance platform that turns a messy PDF or spreadsheet into 30+ decision-ready metrics (ratios, a DCF valuation, a financial-health score) in under 60 seconds.The throughline: an MSc in Accounting & Finance and the discipline to back every call with a number, fused with a builder's instinct to automate the work that wastes smart people's time.If you're a founder or operator who wants AI doing the busywork so your team can focus on what matters, let's talk.Email: danishbhateja1@gmail.com | finlysis.co.uk | Portfolio: danish-bhateja.lovable.app

position: Generalist Expert (AI Evaluation)

company: Mercor

description: Independent contractor delivering AI training and evaluation work for frontier AI labs and enterprise clients through Mercor's expert marketplace. • Evaluate large language model (LLM) outputs against detailed client rubrics, producing structured written assessments of accuracy, reasoning quality and instruction-following • Compare and rank competing model responses to support reinforcement learning from human feedback (RLHF) and supervised fine-tuning workflows • Write evidence-based rationales

evidence_experience: "Independent contractor delivering AI training and evaluation work for frontier AI labs and enterprise clients through Mercor's expert marketplace" and "I built and shipped a live AI finance platform" for founders/operators - all client-facing/external product/service work, no internal firm knowledge function ownership.


Rémi Bellenguez

sourced_title: Manager Agro

firm: Oresys

headline: Transformation project in Agricultural & Food industries | Digital | Data | IA | Agroecology

about: Je vous accompagne sur toutes vos problématiques liées à la valorisation de la donnée : - Définition de votre stratégie data et réalisation de vos premières victoires - Cadrage, réalisation et déploiement de vos services Data - Mise en place de vos organisations et équipes Data et sensibilisation des collaborateurs ... dans les secteurs Agro, Retail et Energie pour toutes vos directions et en contexte international. De formation Agro et passionné par les nouveaux usages de la Data, j'ai à cœur d'aider les entreprises des secteurs agricoles & agroalimentaires à tirer parti de leurs données. Je m'appuie pour cela sur mon expérience dans les secteurs connexes : industrie, énergie, distribution, transport... Envoyez moi un message si vous voulez plus d'information 😀 #Data Science #agro #agtech #innovation

position: Manager Agro

company: Oresys

description: Accompagnement de nos clients sur leurs projets de transformation, digitaux et / ou data. En charge du développement de notre activité sur le secteur Agro : Communication, animation commerciale, relations partenaires. Notre vision transverse à tous les maillons de la filière (agrofourniture, agriculture et agroalimentaire) nous permet d’adresser de façon cohérente les enjeux du secteur : nouvelles attentes des consommateurs, équilibre dans les relations commerciales entre acteurs, changement cli

evidence_experience: "Accompagnement de nos clients sur leurs projets de transformation, digitaux et / ou data. En charge du développement de notre activité sur le secteur Agro : Communication, animation commerciale, relations partenaires."

resolved_account_name: Oresys


Christian Schmidt

publicIdentifier: mrnicewatch

sourced_title: Geschäftsführer

firm: Cofinpro Lda

headline: Director - Head of HR/Marketing/IT (Cofinpro AG) | Managing Director (Cofinpro Lda) | Watch Expert | Co-Host of UhrTalk podcast | Content Creator @Mr.Nice.Watch (>50k followers on Instagram)

about: Leadership skills, hands-on mentality, entrepreneurial mindset, presentation & moderation skills. Expertise in: consulting/ project management/ human resource management/ marketing/ nearshore models/ luxury watches.

position: Geschäftsführer

company: Cofinpro Lda

description: Cofinpro Limitada is a subsidiary of the German Cofinpro AG, a management and technology consultancy for Germany's leading banks and investment companies. Currently we are building up a development team in our new office in Lisbon to strengthen our offering in Germany with Portugal's spirit of innovation.

internal_vs_external: mixed

band_reasons: disqualified; owns_internal_but_killed; ie_mixed; company_concern

evidence_experience: "Currently we are building up a development team in our new office in Lisbon to strengthen our offering in Germany with Portugal's spirit of innovation."


Ines Bensusan

sourced_title: Engagement Manager, Leading AI Offerings @Avertim

firm: Avertim

headline: Engagement Manager at Avertim - BPM/DPM Center of Excellence | Creative-Thinker & Facilitator | Active involvement in Sustainability & Women Communities | AI Offerings Lead

company: Avertim

description: Change Manager for a BPM CoE & leading a team of consultants (BPM Designers, Architects, Change Officers)


Andrew Kinnear

sourced_title: Enterprise Data Architect

firm: Crosslake Technologies

headline: Information Management and Data Architect at Chief Data Office

about: A uniquely experienced information management and enterprise architect leader who is focused on balancing strategic thinking with a pragmatic perspective to achieve value. Map, Connect, Clean, Prepare, Govern, Publish, Report, Analyse Passionate about the value of data as an asset which contributes towards improved business performance and needs both governing and exploiting. Seeks to improve the quality and consistency of data; ensures data is accessible and can be exploited through advanced analytics I have in-depth experience in enterprise architecture and strategy particularly in data quality and business enterprise governance, data quality, information warehouse delivery and business intelligence tools. I work with senior leadership teams to formulate and deliver architecture plans and approaches designed to deliver value and resilience. Builds and develops teams and third party relationships to provide high performance delivery capabilities. Forms and works on stakeholder relationships to create sustained engagement. • Strategic thinking • People coaching, development and training • Data Governnace • Enterprise architecture • Information Management • TOGAF • Architecture governance • PRINCE II certified • Portfolio/Project management • Business Intelligence • Information/Data Warehouse • Master Data Management •• Process modeling & design

position: Enterprise Data Architect

company: Crosslake Technologies

description: For a software product and services offering to broker managed insurance policy administration: Provided high level design for a data platform on medallion architecture databricks on Azure. Defined the design for a canonical data model as a specification the medallion silver layer. Designed a metadata model schema to allow data mapping and transformation rules to be captured and used in automation of the data across bronze to silver to gold. Built the canonical data model in hackolade (data mode

evidence_experience: "Provided high level design for a data platform on medallion architecture databricks on Azure...Led the data analysis and f[...]" for an external insurance-policy-administration product offering.

resolved_account_name: Crosslake Technologies


Pierre Tissier

sourced_title: Consultant – Intelligence stratégique | Aéronautique et Défense

firm: ADIT

headline: Consultant en intelligence stratégique | Aéronautique & Défense

company: ADIT

description: Conseil auprès d’industriels de l’aéronautique et de la défense sur leurs environnements concurrentiels, technologiques et géopolitiques. Analyse des performances des systèmes, des marchés accessibles et des opportunités de développement. Réalisation d’études concurrentielles, d’analyses de risques pays et de travaux d’appui aux réflexions M&A. Veille sur les technologies émergentes, les tendances industrielles, l’innovation et les brevets. Analyse des stratégies d’innovation et de transition en

evidence_experience: Conseil auprès d'industriels de l'aéronautique et de la défense sur leurs environnements concurrentiels, technologiques et géopolitiques. Réalisation d'études concurrentielles, d'analyses de risques pays et de travaux d'appui aux réflexions M&A.

resolved_account_name: ADIT


Siddharth David

sourced_title: Manager - Market Research

headline: Manager – Market Research & Strategy | Go-to-Market Strategy, Market Entry & Competitive Intelligence | ClientFacing Consulting Advisory

about: Market research and consulting professional with strong expertise in market intelligence, industry analysis, competitive benchmarking, and client-facing strategic research. Skilled in leading end-to-end research engagements across global markets, including project scoping, market sizing, forecasting, value chain assessment, and strategic recommendations. Experienced in managing research teams, ensuring analytical rigor, and delivering actionable insights to support business decisions.

position: Manager - Market Research

description: • Lead end-to-end global market research engagements, including project scoping, research design, analysis, and final client delivery. • Develop market sizing, forecasting, and scenario-based models using production, trade, and value chain data. • Manage client discussions while mentoring research teams to ensure analytical rigor, quality, and actionable recommendations.

evidence_experience: "Lead end-to-end global market research engagements, including project scoping, research design, analysis, and final client delivery. ... Manage client discussions while mentoring research teams to ensure analytical rigor, quality, and actionable recommendations."


Sean Arbabi

publicIdentifier: arbabi

sourced_title: Visual Content Specialist / Creative Production Leader

firm: API Global, Inc.

headline: Senior Director, Visual Content and Creative Production (AI, eCom/ editorial, digital/ print) - storyteller and content visionary

about: As a visual content production leader with a proven track record, I optimize assets and ops while integrating AI to drive efficiency, innovation, growth. I modernize visual content pipelines while generating savings—including leading a 96% production increase at Tailored Brands and managing complex asset workflows for Pottery Barn—serves as a high-level 'De-Risking' asset. I don't just execute content; I architect the operational flywheels required to scale AI-native narratives with professional studio rigor.I bring the highest level of visual content creation expertise, experience and leadership, successfully improving quality and ROI. I’ve overseen thousands of creative and photo productions with end-to-end campaign execution (pre → shoot → post → delivery), standardized numerous critical processes and workflows, balanced budgets while creating savings, assisted systems and software integration, improved work environments, and assembled teams. As AI evolves, I continue to stay on top of the latest technological advancements to assist in dynamic customer-first content creation.I’ve consulted billion-dollar brands regarding marketing content, AI integration, operations, and strategy. As a photo studio leader and senior photo producer for fashion brands like Men’s Wearhouse and Jos A Bank, I managed all aspects of the studio, produced all eCom photo shoots, owned vendor relationships, booked talent and crews, facilitated video shoots, led updates and improvements of style and lighting guides, handled contracts and invoicing while creating budget savings, and oversaw project management. I work with on-figure fashion, product stills, and editorial shoots understanding tailoring, styling, and set building. Overseeing post-production for billion-dollar brands, collaborating

company: API Global, Inc.

description: • Lead end-to-end visual content strategy and production for brands and studios, improving asset consistency, turnaround times, AI integration and fluency, cross-team communication and vendor alignment. • Built scalable workflows and production documentation that reduced onboarding time by 40% and improved inter-department alignment. • Established KPI/OKR reporting dashboards that increased forecasting accuracy and reduced production variance by 22%. • Provide executive-level guidance on staffin

evidence_experience: "Lead end-to-end visual content strategy and production for brands and studios, improving asset consistency, turnaround times, AI integration and fluency, cross-team communication and vendor alignment."


Dr. sarah Müncheberg

sourced_title: Innovation Networks Coordinator Germany

firm: EurA AG

headline: Deputy Branch Manager + Innovation Networks Coordinator Germany | Funding & Innovation Collaboration | EurA AG

about: As a natural scientist with extensive experience in innovation funding, I support companies in turning ambitious ideas into successful projects. Over the past years, I have focused on the agrifood sector, establishing and developing this field nationwide within EurA.Today, I work at the interface of science, business and policy, coordinating innovation networks and driving collaborative projects that enable sustainable and forward-looking solutions.My motivation is to strengthen impactful technologies and partnerships that create real value for companies and society.

position: Innovation Networks Coordinator Germany

company: EurA AG

description: EurA is your international consultancy for innovation and technology at several locations in Europe. The consultants support companies, research organisations and public clients of all sizes

evidence_experience: "EurA is your international consultancy for innovation and technology... The consultants support companies, research organisations and public clients of all sizes"

resolved_account_name: EurA AG


Daisy Alphonso

publicIdentifier: daisyalphonso

sourced_title: Staff Product Manager

firm: Decathlon

headline: Manager & Trainer @Thiga

about: Throughout my career - from product operations work with Volvo to Operating model and tooling work with Chanel and other clients in finance, public services and tech - I’ve helped organisations align, scale and make work smoother across teams and systems. I focus on product‑led transformation, organisational design and enablement: evolving frameworks, tools, onboarding and rituals so people can perform well without burning out. I like moving between strategy and execution, and draw on experience as a Product Manager, trainer and consultant. Whether I’m shaping an operating model, improving internal systems, building an onboarding journey or facilitating a workshop, my goal is the same: create clarity that sticks, and make it easier for teams to do their best work. If this speaks to you or your context, I’d be happy to connect.

position: Staff Product Manager

company: Decathlon

evidence_experience: "from product operations work with Volvo to Operating model and tooling work with Chanel and other clients in finance, public services and tech - I've helped organisations align, scale and make work smoother across teams and systems."