Professional experience and education, from most recent to oldest.
AI Platform Lead, MLOps and agentic systems at Groupe Flow Line, after Inetum and Atos. Engineering graduate of ISIS (INSA Group), top of my class.
Journal · 5 entries
January 2026 – present
I hold the architecture and every technical decision for an AI platform that plugs into clients' ERP (reference connector: Sage X3): sales forecasting, production scheduling, anomaly detection, replenishment optimisation. Industrialisation of data science work (Prefect, MLflow, RustFS) and design of the agentic layer (ADK, MCP servers built with FastMCP). Agentic production order scheduling layer for APERAM.
2025 – January 2026
AI/MLOps platforms for large enterprise clients. Knowledge Hub agentic platform on AKS (MCP server, Terraform, Flux CD), on-premise RAG chatbot for Université Jean Moulin Lyon 3, industrialisation of a knowledge transfer application for SNCF (Azure AI Speech, Azure OpenAI, Azure AI Search), AWS optimisation and CI/CD for Crédit Agricole.
2023 – 2025
MLOps platforms for regulated sectors and internal R&D: Scottish Water (IoT, 4,000 sensors), AI 4 Code (RAG + reinforcement learning for cybersecurity), Sovereign AI (on-premise with Dell), FIDAMIA (Aix-Marseille-Provence), MLSecOps (ML pipeline integrity on the Ethereum blockchain). Co-inventor on two patents (US and Europe), winner of the 2023 Atos Inventor Trophy.
2022 (Jun – Aug)
Optimised hospital porter flows using mixed-integer linear programming (MILP, CPLEX, Python). Modelled a real-world porter assignment system to minimise patient waiting times.
2021 (May – Jun)
Two-part software development internship.
Journal · 2 entries
2020 – 2023
Top of class
AI & Big Data specialisation. Software engineering, distributed systems, artificial intelligence and medical informatics. Exchange semester at the Arctic University of Norway (UiT), Tromsø: deep learning and cybersecurity.
2018 – 2020
Intensive two-year programme preparing for competitive entrance exams to French engineering schools. Biology, chemistry, physics and earth sciences.
Going further
The fifteen detailed projects, my skills and the full PDF portfolio.