Discovery
For non-technical teams. Understand, choose, use, and criticize generative AI. Live demos and interactive hands-on sessions.
The program → In-company AI training Understand AI deeply.
Understand AI deeply.
Use it with confidence.
In-person AI training for companies and independent professionals, taught by an engineer who published research on AI hallucinations before ChatGPT existed.
- 14 years
- quantitative finance & data science, BNP Paribas
- EMNLP
- published research on AI hallucinations
- 3 PhDs
- co-supervised in natural language processing
01 — Pedagogy
Not a list of tips — a durable understanding
AI tools change every month. Recipes go stale; understanding doesn't. This training builds the mental models behind LLMs — how they work, what they can't do, and how to evaluate them — so your teams keep adapting long after the trainer has left the room.
- Understand how AI actually works, beyond the hype
- Choose the right tool and model for each use case
- Master prompting, verification, and hallucination control
- Stay autonomous: keep up with AI as it evolves
02 — The programs
Four formats, adapted to your context
Practitioner
For professionals using AI daily. Prompting methods, business use cases, research tools, reliability.
The program →Technical deep-dive
For developer teams. APIs, agents, RAG, AI-assisted coding, production and observability.
The program →Executive briefing
For leadership. Risks, compliance (AI Act, GDPR), AI strategy, ROI, build vs buy.
The program → 03 — Follow-up
The training doesn't end when the trainer leaves
Every package includes follow-up: three to four calls in the months after the session to review the AI projects your team has started, unblock them, and challenge the technical choices. Most training stops at the classroom door — this one follows you into production.
04 — The trainer
Geoffrey Scoutheeten
Engineer (École Polytechnique), 14 years in quantitative finance and data science at BNP Paribas, former senior staff engineer at Alma. Co-author of NLP research published at EMNLP on controlling hallucinations in text generation — years before ChatGPT made the word famous. Co-supervised three PhD theses on natural language processing. Today he builds PanPerfect, an AI-powered thermal cooking assistant: he doesn't just talk about AI, he ships it.
05 — Practical details
In person, at your offices
Based in La Rochelle, training delivered on site anywhere in France — remote sessions possible when on-site doesn't work. Sessions in French or English. Groups from 3 to 15 people.