08 · AI & data
The 12th Player
Football analytics and predictions
Overview
Football analytics for season rankings, match predictions, tactical styles, and emerging talent across Europe's major leagues.
A React interface and FastAPI backend expose trained models: KNN for standings, Random Forest for match outcomes, KMeans for team styles, and LightGBM for scouting.
Screenshots
Architecture
- Football datasets
- Trained ML models
- FastAPI + React
Standings · match outcomes · tactics · scouting
Stack
- Python
- FastAPI
- React
- scikit-learn
- LightGBM