This project's vision is to unify sensors and signals from diverse domains, including physical, health, weather, and more, into a common language.
Our first proof-of-concept was a physical activity assistant, SensorFit AI, that utilizes real-time movement sensor data from a smartwatch to give personalized feedback and suggestions. It has memory, planning, and reasoning features, enabling it to give you personalized feedback on your skill level, mistakes in your form, tips to improve, and more.
In the near future, we plan to release a novel method to adapt LLMs to process, reason, and explain sensor data from diverse domains for many tasks.