BioFit — AI-powered integral health ecosystem
AI coach that analyses your exercise technique in real time using computer vision, designs personalised routines, and tracks your nutrition and progress.
BioFit goes beyond a simple gym app: it's a health ecosystem where artificial intelligence acts as a personal trainer available at any time. The core is a computer vision engine built on MediaPipe that analyses the user's posture frame by frame, detects technique errors, and issues specific corrections before the user finishes the repetition. Around that engine sits an AI assistant that manages nutrition (intake logging, calorie and macro goals), creates and adapts personalised training routines, and displays a progress analytics dashboard over time. All data is persisted in a database, enabling session-to-session comparisons and real improvement trends.
The problem
Access to a qualified personal trainer is out of reach for most people. Existing fitness apps are passive tools: they record what the user inputs, but they don't observe, don't correct, and don't reason. The result is that millions of people train with poor technique for months — accumulating injuries — without ever receiving useful feedback.
The solution
BioFit replaces the trainer's eye with a computer vision pipeline built on MediaPipe Pose, which extracts 33 skeleton landmarks in real time from the device camera and evaluates joint angles and postural alignment for every repetition. When it detects a significant deviation, it issues a specific correction before the movement is completed. The AI layer integrates this visual feedback with the user's profile (level, goals, history) to adapt weekly routines and nutritional recommendations. All state is persisted in a database, enabling real progress curves and longitudinal performance analysis.