At ATP CGPharm Group, I was the sole maintainer of the MCP tool platform behind an agentic assistant that drafts GMP change controls from historical records. I developed 27 tools across seven sub-servers, with client onboarding driven by configuration rather than code changes.
At Jumbo Mana, I designed the question router for VINCI Airports’ virtual agent, connecting LLM responses, RAG retrieval and live airport data. I benchmarked retrieval architectures and deployed fine-tuned re-rankers and speech-to-text models.
Earlier, at PixelForest, I built an LLM coding assistant and a deep-learning OCR pipeline, and implemented Shapley value regression from scratch. At Cemosis, University of Strasbourg, I worked on industrial anomaly detection and time-series imputation; my background also includes a PhD in Particle Physics.
