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1. DiaVigil DiaVigil Public

   Calibrated clinical ML and multi-agent decision support for 30-day diabetic readmission risk under severe label imbalance. Features leak-free group CV, Isotonic calibration (ECE 0.0000), algorithmi…

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2. RAG-Retention RAG-Retention Public

   Customer churn models identify at-risk users but lack actionable context. To solve this, I built an end-to-end decision-support system pairing predictive modeling with RAG (Python, Gemini, ChromaDB…

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3. 6290_PAI_1 6290_PAI_1 Public

   This project applies H2O’s GLM and ANN models to predict loan default risk using a cleaned, real-world dataset. It demonstrates model training, tuning, and evaluation while comparing interpretabili…

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4. 6315_A_2 6315_A_2 Public

   This project explores Capital Bikeshare data (Feb–Apr 2024) by mapping station locations using latitude and longitude. It applies unsupervised learning principles for spatial analysis and visualize…

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5. 6315_A_3 6315_A_3 Public

   This project analyzed Capital Bikeshare data using Linear, Ridge, LASSO, Elastic Net, KNN, Regression Tree, Random Forest, Gradient Boosting, and Neural Network models to forecast ridership and imp…

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6. Project-ACAT Project-ACAT Public

   Acute Care Agentic Triage (ACAT): Leakage-Free Clinical Decision Support System via OMOP CDM, LightGBM, and Gemini 2.5 Flash.

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