About the Project:
Magico360 is an AI-driven sports analytics platform that converts match data into tactical insights for football teams. We built a high-performance data processing system that empowers coaches and scouts with real-time predictive analytics and performance tracking.
The Challenge
The client needed a platform capable of processing over 1 million data points daily with sub-second query response times — while delivering clear, actionable tactical insights through an intuitive interface for coaching staff and scouts.
Our Solution
We engineered a full-stack analytics platform using Python and Pandas for data processing, React for the frontend dashboard, GraphQL for efficient data querying and AWS S3 for scalable data storage. The system includes AI-powered predictive analytics, real-time match data visualization and automated performance tracking.
Technical Specifications
- Tech Stack: Python, Pandas, React, GraphQL, AWS S3
- High-velocity tactical data processing pipeline
- GraphQL for efficient real-time data querying
- AI-powered predictive analytics engine
Results
- 0.5s AI query processing time
- +60% user engagement via predictive analytics
- 1M+ daily data points processed and visualized
- Data-driven scouting and performance tracking for football teams
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