FitGenius: AI Fitness Coach with Real-Time Motion Detection by Moussa Bistami FitGenius: AI Fitness Coach with Real-Time Motion Detection by Moussa Bistami
FitGenius: AI Fitness Coach with Real-Time Motion Detection
FitGenius: AI Fitness Coach with Real-Time Motion Detection
Client: mamane.tech. July to October 2025. Web + mobile.
The problem
Home workout apps can't tell if your form is wrong. The client wanted a coach that watches you through the camera and corrects you live, without a native app or special hardware.
What I built
Real-time pose tracking in the browser with TensorFlow.js and custom posture-detection models, running on a webcam or phone camera
Rep counting and form scoring per exercise, with instant feedback when alignment drifts
Personalized training plans that adapt to past sessions
Progress tracking with endurance, intensity and precision metrics, plus streaks to keep people coming back
Landing page, app UI and brand identity in Next.js, React, TailwindCSS and Framer Motion
Result
A working AI coach that turns any room into a gym, shipped in about 10 weeks. Ask me for a demo.
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Posted Oct 6, 2025
Browser-based AI coach that tracks your form live with TensorFlow.js, counts reps, scores posture and adapts your training plan. Next.js + React.