A sandbox where race strategy meets code. Building Python tools to stress-test pit stops, tyre wear, and race sims — because I don’t just study data, I weaponize it. Mixing engineering grind with a strategist’s instinct to stand out, shine, and prove I belong in the room where the race is decided.
A playground for building and testing race strategy + simulation tools in Python.
Exploring how data, decisions, and pressure shape outcomes in Formula 1.
- Pit Stop Strategy Simulator: Compare 0-stop, 1-stop, 2-stop approaches using tyre degradation + pit loss models.
- (coming soon) Tire Degradation Models
- (coming soon) Lap Time Prediction with FastF1
- Python (lists, tuples, loops, functions, dataclasses)
- Git/GitHub for version control
- Numerical methods & basic simulation techniques
- Build a portfolio of race strategy simulations
- Sharpen coding + analysis skills for motorsport engineering
- Contribute to long-term career path in Race Strategy
"Every dream needs a team — and every strategist needs a sandbox."