A selection of platforms, missions and publications.
Kpler · 2021–2025
Founded and managed Kpler's MLOps squad and built its self-service platform for training (GPU), deploying and serving models in production — the foundation that industrialized AI/data use cases while the company scaled from ~100 to 750+ people and crossed $100M ARR.
Quantmetry (Capgemini Invent) · 2019
Authored chapter 3 of Quantmetry's 5th white paper, "AI in production: life cycle & model drift" — "Scheduled updates & (re)training management" — covering MLOps (re)training automation across code, architecture and delivery, with a 20-minute companion talk.
Rue du Commerce · 2012–2015
Led the team and the full re-architecture of the product pages — the most conversion-critical surface of a top French e-commerce platform (~€423M annual GMV, 6M monthly visitors) — into SEO-optimized microservices with REST APIs and multi-layer caching.