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1. Forge Forge Public

   A differentiable Machine Learning framework built from scratch using Python and C.

   Python 4 1

2. F1PodiumPredictor F1PodiumPredictor Public

   A Machine Learning model to predict the podiums in the 2026 F1 season.

   Python

3. Aether Aether Public

   Decoder-only transformer (63M params, 8 layers, 8 heads) trained from scratch on a MacBook M4 Max. End-to-end PyTorch implementation including parallel BPE tokenisation, multi-head causal self-att…

   Python

4. Pitwall Pitwall Public

   A multi-agent F1 strategy system in Python. Uses specialist Gemini subagents (tyre, gaps, weather, safety car, rivals, Monte Carlo) which consume timing data using a custom MCP server and produce l…

   Python 1

5. Stellaris Stellaris Public

   ML pipeline applying CNN and gradient-boosted models to NASA Kepler/TESS photometry for exoplanet candidate identification and cross-mission generalisation.

   Python

6. Daedalus Daedalus Public

   Python