Working out or doing freestyle sports can be a lot of fun—but tracking your progress often becomes a chore. Whether you're noting things down in a notebook or fumbling with your notes app, it adds unnecessary overhead to something that should feel seamless. While many existing fitness apps recommend workouts and offer basic tracking, they often fall short when it comes to true personalization and adaptability.
This challenge is about changing that. We aim to build an intelligent fitness and sports app that allows users to fully customize their own workout plans. By applying data science, user feedback, and potentially even sparse reinforcement learning, the app should automatically suggest ideal weights, reps, and rest intervals based on your performance. Over time, it will learn and adjust—tracking not just what you've done, but predicting your future progress. Though the core use case is traditional strength and endurance training, the system should also be flexible enough to support freestyle sports or other non-standard training routines.
The ultimate goal is to build a truly personalized fitness companion—your own AI-powered personal trainer that evolves with you. It should make your workouts smarter, not harder—so you can focus fully on the sport itself.