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completeSummer 2025
Data ScienceAlgorithmsPython

F1 Tire Strategy Predictor

A data-driven application that analyzes historical Formula 1 timing data to predict optimal pit stop strategies.

GITHUB ↗
WHAT I BUILT
  • Aggregated and cleaned large datasets of lap times, tire degradation levels, and weather conditions.
  • Implemented statistical models to forecast tire wear cliffs across different track surfaces and compounds.
  • Created visualizations to compare simulated race outcomes based on various pit window scenarios.
TECH STACK
PythonPandasMatplotlibData AnalysisStatistics
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ENGINEER'S LOG

Progress Log

Project Complete

Completed

This project has been completed. See GitHub for full source code and documentation.