Bridging technical innovation with responsible AI governance

With a PhD in Machine Learning and extensive enterprise experience, I specialize in AI Act compliance and governance frameworks, bridging deep technical expertise with practical implementation.

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Areas of Expertise

Bridging technical proficiency with governance expertise to help organizations implement robust and compliant AI systems

Technical Foundation

Advanced AI Systems

PhD-level expertise in machine learning with deep specialization in generative AI and large language models, enabling comprehensive understanding of modern AI architectures and their implications.

  • Foundation Models & LLM Integration
  • Multi-Agent System Architecture
  • Generative AI Applications
Strategic Implementation

AI Governance & Compliance

Extensive experience in developing and implementing enterprise-wide AI governance frameworks, with particular focus on EU AI Act compliance.

  • AI Act Risk Classification & Documentation
  • Governance Framework Development
  • Implementation Strategy & Roadmap

Proven Track Record

Pioneering the implementation of responsible AI practices through research, industry collaboration, and regulatory compliance.

AI Act Implementation Pioneer

Led Volkswagen Group's comprehensive EU AI Act compliance program, establishing industry-leading frameworks and best practices for enterprise-wide AI governance.

  • Risk assessment methodologies
  • Compliance documentation systems

AIAAIC Core Researcher

As a core researcher at the AI, Algorithmic, and Automation Incidents and Controversies (AIAAIC) initiative, I have contributed to developing a user-centered taxonomy of AI-related harms to help the public and organizations understand and address the negative impacts of AI systems.

ETAMI Consortium Leader

As a co-founder and manager of the Ethical and Trustworthy Artificial and Machine Intelligence (etami) consortium, I have been pivotal in uniting leading multinational companies and academic institutions to translate ethical AI principles into actionable guidelines and promote ethical AI development.

Professional Journey

From advancing machine learning research in physics to shaping enterprise AI governance

2023-Present

AI Governance Senior Manager

Leading the development and implementation of enterprise-wide AI governance initiatives, with focus on EU AI Act compliance and foundation model governance.

  • Architected group-wide AI governance framework covering foundation models and generative AI
  • Developed comprehensive EU AI Act compliance methodology and implementation roadmap
  • Published influential papers on AI governance and compliance approaches
2019-2023

AI Ethics & Governance Lead

Bridged technical expertise with ethical considerations to develop practical frameworks for responsible AI deployment.

  • Founded and led the ETAMI consortium on ethical and trustworthy AI implementation
  • Published research at leading conferences (FAccT, AIES) on practical approaches to AI ethics
  • Developed evaluation frameworks for generative AI systems
2014-2019

Machine Learning Research Scientist

Advanced research in generative AI and reinforcement learning, contributing to both academic discourse and practical applications.

  • Led research initiatives in generative models and reinforcement learning
  • Published in major ML conferences including ICML and IROS
  • Developed novel methodologies for collaborative ML development
2010-2014

PhD in Machine Learning

Research at CNRS and University of Paris-Saclay, focusing on reinforcement learning applications in particle physics experiments.

  • Developed novel reinforcement learning algorithms for sequential prediction
  • Applied ML techniques to high-energy physics experiments
  • Published research in Machine Learning conferences

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