⚽ Future Star — Football Talent Prediction Platform
Data Analyst and Business Intelligence Developer
Nawaf Alqurashi
المهارات
تصميم شعارات وهوية تجارية
تصميم منشورات
إطلاق منتج
إنجليزي
Git
HTML
بايثون
مطور داتا
عالم بيانات
علوم البيانات
UX/UI
تفاصيل العمل
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.