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1. Yusma-Research Yusma-Research Public

   Applied AI research portfolio exploring medical machine learning, synthetic datasets, physiological signals, and deployable ML systems

2. maternal-health-chatbot-eval maternal-health-chatbot-eval Public

   Real endpoint evaluator for a maternal health chatbot

   Python

3. hand-hygiene-recognition hand-hygiene-recognition Public

   Frame-by-frame recognition of the eight WHO hand-hygiene steps from 2-hand landmark motion (MS-TCN + BiLSTM ensemble, Viterbi decoding)

   Jupyter Notebook

4. Dental-shade-matching-ml Dental-shade-matching-ml Public

   Low-cost ML system for digital dental shade matching for restorative dentistry, achieving 96.25% accuracy using U-Net segmentation, CIELAB color analysis, and Random Forest classification, outperfo…

   Python