Programme coordinator turned builder. Twelve years across EU, FCDO, and AFD frameworks in six countries — then I started building the tools I wished existed.
What I'm building:
WorkoutVision — on-device AI workout analysis that runs entirely in the browser. No server, no uploads, no account. Upload a video, get rep counts, form scores, and biomechanical coaching feedback.
Under the hood: MediaPipe WASM pose detection in a Web Worker, concurrent frame pipeline with back-pressure, Kalman-filtered landmark smoothing, valley-based rep counting validated against the Countix academic benchmark (274 exercises, MAE 0.90), declarative form checks compiled from an exercise DSL, offline-first PWA. 43k lines of code, solo-built in 30 days.
What I bring:
- Systems thinking shaped by coordinating 15-partner consortiums across 6 countries — I architect before I build
- Self-taught engineering with the discipline to validate against ground truth, not just ship and hope
- Bilingual French/English, five languages total. Editor of The Practitioner's Read (~1,100 institutional readers across Quai d'Orsay, IOM, European Commission, ETF, EIB)
- I learn whatever the problem demands: WebCodecs, signal processing, biomechanics, WASM — none were in my stack six months ago
Background:
- Bioforce RNCP Level 7 (humanitarian programme coordination)
- SALTO-YOUTH accredited trainer, European Commission (17 domains)
- 15-partner DFID-UKAID consortium coordination, Dakar 2018-2019
- 10 years delivering francophone programmes in London institutions (2008-2017)
- Senior Receptionist at MEININGER Hotels, Bordeaux (operational excellence, five languages)
Bordeaux, France