Skip to content
← Back to work

2026 – Present

ProtoFitSenseAI

AI-powered fitness companion that evolves with you through adaptive training

Cursor LLM Integration Full-Stack

ProtoFitSenseAI is an AI-powered fitness companion that adapts to you. Unlike traditional fitness apps that give you a static program, ProtoFitSenseAI uses LLMs to understand your goals, assess your progress, and dynamically adjust your training.

The Idea

As someone who’s held a national powerlifting record, I know that programming is everything. But good programming requires a coach who understands your body, your goals, and your life context. Most people don’t have access to that.

ProtoFitSenseAI aims to democratize personalized training by combining the intelligence of large language models with structured fitness programming principles. It’s not about replacing coaches — it’s about giving everyone access to intelligent, adaptive training.

Technical Approach

The system combines structured data (exercise history, load progression, recovery metrics) with LLM-powered reasoning to generate and adjust training programs. It’s a practical exploration of how AI can be applied to deeply personal, context-dependent problems.