• Designed a comprehensive match rating system using advanced analytics, contextual adjustments, and key performance metrics like xG and pressing success, ensuring role-specific and game-context evaluation. • Automated data collection with Python and Selenium, leveraging web scraping and processing pipelines to extract player performance data from Soccer Reference for insights-driven modeling.