PiGwak runs a production Claude agent pipeline end to end, turning lesson requests into personalised, print-ready course sheets. I built its orchestration with scheduling, database locks, retries and automated quality checks.
I built FootSignal, a real-time football analytics app live on the App Store and Google Play. Its Python analytics engine uses live data APIs, and its signals were right 40% of the time versus 24% without a signal.
At RATP, I managed industrial suppliers on the MF19 CBTC train automation interface project, handling specifications, traceability, budget and schedule. I also built internal tools to automate team tracking and reporting.
At RATP, I owned the hardware and software for a vision-based automatic test bench for train electronics; it processed tests 60× faster, was 70% smaller, and rolled out to maintenance teams in 2024. At Derichebourg Énergies, I improved the cost-estimation tool and coordinated electrical renovation work.
