
AI features for a fitness coaching platform
IZIFIT
- The problem
- Make coaching useful in the context of a person's training, food logs and health data, across a mobile app and the tools used by trainers.
- My role
- My work with the IZIFIT team spans the mobile app, backend API and web portals, including AI food recognition and in-app coaching.
- Key decision
- Keep training progression in explicit application rules and give the AI coach structured context from the user's actual training state.
- Outcome
- A coaching platform connecting personalized training, photo-based food logging, Apple Health and Health Connect, subscriptions, and real-time trainer chat.
- TypeScript
- React Native
- Expo
- Bun / Hono
- LLM integration
