AI · Data · Ethics · CreationContact

Profile · CV · evidence

Understand AI, build it, teach it, question it.

I work on generative AI from three angles: professional uses, real limitations, and its effects on work, decision-making and society.

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I help organisations, teams and varied audiences understand AI, use it methodically, design useful use cases and step back from its risks.

My background in machine learning and data science lets me explain AI beyond interfaces: models, data, architectures, agents, bias, uncertainty and evaluation.

Machine learning is now less a front-facing offer than a proof of depth: I can speak about generative AI because I also understand what sits beneath it.

Train

AI literacy, prompting, agents, document analysis, automation, image and video.

Frame

Use cases, human supervision, limits, governance and an original ethical framework.

Secure

Prompt injection, jailbreaks, context leaks, agent robustness and operational guardrails.

Build

Interfaces, teaching tools, data pipelines, prototypes and reproducible systems.

Question

Ethics, AI security, bias, attention, agents and social effects of models.

Books

Three books covering AI through its technical, responsible, ethical and real-use dimensions.

Technique

High-performance Algorithmic Trading using Machine Learning

BPB, 2025 · AI/ML applied to algorithmic trading strategies.

Responsibility

Concevoir une IA responsable

Gualino, 2026 · method and landmarks for designing responsible AI systems.

Attention

Baby-Sitters de l’IA: Le syndrome du brain fry

2026 · attention, AI-agent supervision and the new cognitive risks of working with AI.

Selected credentials

  • Independent expert for the European Commission on AI-related topics.
  • 50,000+ learners on LinkedIn Learning in data science and AI.
  • Founder of the Paris Machine Learning Group: 8,500 members.
  • Applied research in generative AI security: prompt injection, jailbreaks, context leaks and agentic systems.
  • Talks, courses and missions for institutions, schools, companies and public events.

Testimonials

What people remember

Public LinkedIn recommendations and training feedback, quoted in a short format.

“There was a before and after in the understanding of what AI is.”
Bettina VannierDirector, ARTMEMOLinkedIn recommendation
“Franck helped me identify the key points that allowed me to start my AI project with confidence.”
Moussa TouréVoice AI entrepreneur, ex-MicrosoftLinkedIn recommendation
“Thanks to his insights, analysis and advice, we saved precious time on our product development.”
Hugo Le GuennecSenior Product OwnerLinkedIn recommendation
“He explains even the most difficult notions in very clear language.”
Corinne RaudBanque de FranceTraining evaluation · 2024
“There was a before and after in the understanding of what AI is.”
Bettina VannierDirector, ARTMEMOLinkedIn recommendation
“Franck helped me identify the key points that allowed me to start my AI project with confidence.”
Moussa TouréVoice AI entrepreneur, ex-MicrosoftLinkedIn recommendation
“Thanks to his insights, analysis and advice, we saved precious time on our product development.”
Hugo Le GuennecSenior Product OwnerLinkedIn recommendation
“He explains even the most difficult notions in very clear language.”
Corinne RaudBanque de FranceTraining evaluation · 2024

Selected references

Commission EuropéenneLinkedIn LearningUniversité de GenèveMicrosoft Campus IAAirbusBanque de FranceBouygues ColasCEA / ITERLVMHThalesCEPIC CongressParis ML Group