Inspiration
Players often face difficulties accessing courts due to overcrowding, lack of structured booking systems, and inefficiencies in group coordination. Individual players struggle to find groups, and empty slots go wasted without an automated solution. We wanted to solve this by building an AI-powered system that makes court bookings smarter, faster, and more inclusive.
What it does
GameProAI is an AI-driven sports court booking system designed for Badminton and Football: Individual players get auto-assigned to available groups. Groups can book an entire court directly. Error handling ensures individuals are notified if no group is available. Easy cancellation & rebooking for flexibility. Real-time availability tracking prevents wasted slots.
How we built it
Frontend: Angular for a clean, responsive interface. Backend: Python for booking logic & AI agent integration. Database: SQL for secure and reliable booking storage. AI Matching Engine: Python-based agent for smart group assignments.
Challenges we ran into
Designing an AI assignment logic that balances fairness and efficiency. Handling real-time availability updates without conflicts. Building a smooth error handling & cancellation flow. Ensuring scalability for multiple sports and high user demand.
Accomplishments that we're proud of
Successfully implemented AI-driven group assignment. Built a working prototype that supports both individuals and groups. Created a system that reduces court wastage and overcrowding. Designed with future scalability in mind for additional sports.
What we learned
How to integrate AI matching with real-time booking systems. The importance of user experience in sports management apps. Balancing technical complexity with simplicity for end-users. How dynamic demand influences booking patterns.
What's next for GameProAI
Expand support to more sports beyond Badminton and Football. Introduce dynamic pricing models based on peak demand. Integrate with wearable devices for performance tracking. Offer personalized recommendations for players. Build community features like chat, leaderboards, and team formations.
Built With
- angular.js
- langraph
- mysql
- python

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