I restructure chaos, then ship.

I lead product work on AI systems, from architecture decisions through to production. I do not write most code by hand. I direct AI coding tools, check the logic of what they produce, and debug the failure modes. I write Python when a task needs it.

I am based in Paris and authorized to work in France. I work professionally in English, I am at B1 in French, and I am improving it through my university studies.

My defining hour: mobile banking apps for 43 million users were pulled from the stores overnight. I assembled a cross-functional team, shipped a PWA covering five critical features in seven days, and reached full mobile parity in three months. That is the pattern across a decade of work - diagnose the system, build the structure, execute under pressure.

Today I build production AI. My multilingual legal RAG answers French administrative-law questions in eight languages and is live at chat.asterixlab.fr with a green CI/CD pipeline. I own the product and architecture end to end, from the embedding pipeline and retrieval logic through testing and deployment.