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1. confidence-guided-augmentation confidence-guided-augmentation Public

   Standard elastic augmentation cut Swin-UNet's Dice by 75% on Synapse. Confidence-guided augmentation recovers 81% of it, with no extra parameters.

   Python

2. LatentLap LatentLap Public

   F1 inference & intelligence from public race data — telemetry analytics, ERS inference, pace prediction, optimization, and grounded RAG.

   Python

3. clm-8b-field-test clm-8b-field-test Public

   Three weekend projects with CLM-8B zero-shot: a shell-command safety gate, a tone meter and a command finder. All three lost to simple baselines (regex, BM25). Failure report, numbers and notebooks.

   Jupyter Notebook

4. WEC-driver-fatigue-Lemans24 WEC-driver-fatigue-Lemans24 Public

   Time-series pipeline (Ridge regression, SARIMA, Kalman filtering) quantifying driver fatigue at the 24 Hours of Le Mans using 4 years of FIA WEC lap data — with Welch t-test comparison across FIA d…

   Python