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Pit strategy timeline with ML optimal window
3D Monza track diorama with live timing overlays
Speed, throttle, and brake telemetry traces

3D Monza track diorama with live timing overlays

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Sports Eclipse

Side Project · 2024

F1 analytics dashboard that gives you what the broadcast doesn't. 3D rendered track with cars positioned in real time, full telemetry breakdowns comparing speed, throttle, and braking across drivers, head-to-head driver comparisons, and a pit strategy view.

The pit strategy piece is the core of it. Trained a model on historical race data to predict the optimal lap to pit based on tire degradation, track position, and gaps. The prediction shows up as an overlay on the strategy timeline so you can compare it against what teams actually did.

Technologies

ReactThree.jsTypeScriptPythonPyTorch

Skills

3D RenderingWebGLMachine LearningData VisualizationPit Strategy Optimization