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race-strategy-tools

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imHardik1606 / Pit-Window

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Pit Window is a real-time Formula 1 race strategy simulation and modeling engine. It ingests live lap telemetry, filters out fuel weight variables, and dynamically calculates tire degradation using linear regression to recommend optimal pit-stop timing (e.g., Stay Out, Pit Now, or Pit in 2/3 Laps) via a modern Next.js dashboard.

python real-time typescript analytics simulation nextjs linear-regression telemetry predictive-modeling chaos-testing fastapi race-strategy-tools formula1-data-analysis pit-strategy
  • Updated Jun 24, 2026
  • Python

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