⚽ Future Star — Football Talent Prediction Platform
Data Analyst and Business Intelligence Developer
Nawaf Alqurashi
Skills
Logo Design
Posts Design
Launch Product
English
Git
HTML
Python
Data Developer
Data Scientist
Data Science
UX/UI
Project details
Future Stars – Football Talent Prediction Platform
Built a machine learning platform to predict young football players likely to become top performers in their position the following season. Used Python, Pandas, Scikit-learn, and XGBoost for data cleaning, feature engineering, modeling, and evaluation. Identified and eliminated target leakage, improving the model from an inflated ROC-AUC of 0.99 to an honest temporal ROC-AUC of 0.75. Deployed the solution using FastAPI, Docker, Google Cloud Run, and Streamlit.