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1. Crayfish-Identifier Crayfish-Identifier Public

   Deep-learning computer-vision classifier that tells invasive from native crayfish for selective, real-time trapping. Python · image classification.

   Python

2. EU-micronutrient-atlas EU-micronutrient-atlas Public

   End-to-end data app: cleans EFSA Total Diet data into a tidy pipeline + interactive Plotly/Dash dashboard comparing 16 nutrients across 7 EU countries & 2,500+ foods. Python.

   Python

3. Patent-Analytics Patent-Analytics Public

   Forecasts emerging tech by clustering 5.6M USPTO patents (NLP embeddings) and modelling cluster growth with an LSTM — validated on a locked future window. Python.

   Python

4. vectris-demo vectris-demo Public

   3D Tetris in the browser — Three.js + TypeScript front end with a Supabase (Postgres) backend powering a real-time global leaderboard. Full-stack + live data.

5. Drug-Shortage-Radar Drug-Shortage-Radar Public

   Ranks US drugs most likely to go short within 6 months — gradient-boosted ML on public FDA data with calibrated risk, SHAP explanations & leakage-safe temporal validation. Python.

   HTML

6. Medicare-Fraud-Detector Medicare-Fraud-Detector Public

   Predicts Medicare provider fraud from 6 years of CMS Part D data — XGBoost on rare-event/imbalanced labels, ranked by precision@k with SHAP explanations. Python.

   Jupyter Notebook