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1. turbofan-predictive-maintenance turbofan-predictive-maintenance Public

   Predicts remaining useful life of turbofan engines from sensor telemetry using LightGBM + Optuna. Includes SHAP attributions and a Flask inference API.

   Python

2. legal-clause-classifier legal-clause-classifier Public

   Classifying legal contract clauses into 100 types using QLoRA-tuned Phi-3-mini (3.8B) -- only 8M parameters trained, 62.6% accuracy on LexGLUE/LEDGAR.

   Python

3. dr-severity-grading dr-severity-grading Public

   Ordinal DR severity grading on APTOS 2019. Weighted cross-entropy beat CORAL by 15 QWK points on imbalanced data. EfficientNet-B0, Grad-CAM, Gradio demo.

   Python

4. energy-demand-forecasting energy-demand-forecasting Public

   Benchmarked SARIMA, XGBoost, LSTM, and Amazon's zero-shot Chronos on 16 years of PJM grid demand. Zero-shot nearly matches a trained LSTM at 24 hours; feature engineering wins at 7 days. Includes a…

   Python

5. clario clario Public

   Bilingual (English/Urdu) speech therapy platform detecting 8 fluency and phonology disorder subtypes (blocks, prolongations, repetitions, SODA errors) using Whisper, Wav2Vec2, and real-time acousti…

   TypeScript