Soccer Match Prediction Application

A focused betting assistant application that analyzes soccer data to predict match winners. The application fetches match information from external football APIs and provides data-driven predictions.

Key Features:

• Browse competitions and their standings
• View upcoming matches and match details
• Get match winner predictions with confidence ratings
• Explore top scorers for competitions

Technical Stack:

• Frontend: Next.js with TypeScript and Tailwind CSS
• Backend: Node.js/Express with TypeScript
• Database: MongoDB with Redis caching
• External Data: Integration with football-data.org API
• Infrastructure: Docker containerization for easy deployment

The application follows a clean architecture with separate services for data retrieval and prediction logic. The current implementation focuses on match winner predictions, with a structure in place to potentially expand to other betting markets in the future.