Machine Learning Performance Dashboard

An advanced machine learning-powered dashboard for predicting Formula 1 race outcomes, qualifying positions, and safety car probabilities using XGBoost and FastF1 data.

Built using Python, Streamlit, XGBoost, Pandas, NumPy, Plotly, FastF1 API, Scikit-learn

• Qualifying and race result predictions based on practice data
• Safety car probability analysis for upcoming races
• Interactive data visualizations and historical statistics
• Grid comparison mode for side-by-side driver analysis

If you're curious, feel free to explore:

• Github: https://github.com/bedigambar/F1-Predictor
• Demo Video: Watch on GitHub