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1. Denmark-HousePrices-Analysis Denmark-HousePrices-Analysis Public

   End-to-end ML pipeline on 1.5M Danish residential house price transactions (1992–2024). XGBoost + Optuna on H2O GPU cluster (R² ≈ 0.9999 on log_price), medallion architecture, Tableau exports.

   Jupyter Notebook 2

2. gallstone-risk-rural-peru-ml gallstone-risk-rural-peru-ml Public

   XGBoost classifier predicting gallstone risk using bioimpedance from rural Peru. Reproduces published ML methodology and adapts for field deployment without lab tests. Deployed at gallstone.rosewt.…

   Jupyter Notebook 1

3. GENO-MAP_Correspondence-Free-Diagnostics-for-Sweet-Potato-Diversity-Maps GENO-MAP_Correspondence-Free-Diagnostics-for-Sweet-Potato-Diversity-Maps Public

   Correspondence-free pipeline for validating genomic diversity maps of sweet potato collections. PCA/UMAP + kNN graphs on DArT SNP matrices; PCA-30D vs autoencoders in n≪p regimes. Conference poster.

   Jupyter Notebook

4. potato-achis potato-achis Public

   Multi-source domain adaptation network for Andean potato disease classification. Addresses domain shift between public datasets and real field conditions with specialized augmentations for highland…

   Jupyter Notebook 1

5. spotify-playlist-organizer spotify-playlist-organizer Public

   Flask web app organizing Spotify liked songs into playlists via K-means clustering on audio features. Spotify OAuth, cosine similarity recommendations, MongoDB, Redis, Docker Compose.

   HTML 2

6. Nao-CNN-Emotion Nao-CNN-Emotion Public

   CNN emotion detection (FER2013, 7 classes) integrated with a NAO humanoid robot for autism therapy. Flask API for real-time inference; three-phase therapy orchestrator driving NAO gestures and speech.

   Jupyter Notebook