What's next for Bestlolrewind Bestlolrewind was inspired by the idea of giving every player the ability to “rewind” and learn from their gameplay, just like reviewing a movie scene. Many players struggle to identify their weak points or decision errors, especially in fast-paced matches.
With Bestlolrewind, players can upload or link their match data, and our AI agent automatically generates a breakdown of key actions, missed opportunities, and strategy improvements. The system visualizes patterns from Riot API data and AWS AI analysis to deliver detailed insights and skill-building recommendations.
We learned how to optimize data pipelines between Riot’s API and AWS cloud services, handle player telemetry data efficiently, and build an intuitive user interface for gamers. Challenges included tuning ML models for accuracy, managing API rate limits, and ensuring data security.
Next, we plan to expand features such as voice-based coaching and personalized training drills using generative AI.
Log in or sign up for Devpost to join the conversation.