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1. bengaluru-uhi-prediction bengaluru-uhi-prediction Public

   End-to-end ML pipeline predicting Urban Heat Island in Bengaluru's 198 BBMP wards, with downstream cool-roof prioritization for climate-adaptation planning.

   Jupyter Notebook

2. Bengaluru_LST_Prediction_API Bengaluru_LST_Prediction_API Public

   End-to-end MLOps pipeline predicting ward-level mean Land Surface Temperature across 198 BBMP wards of Bengaluru from satellite-derived land-use composition features. Deployed as a Flask REST servi…

   Jupyter Notebook

3. bengaluru-ward-climate-clustering bengaluru-ward-climate-clustering Public

   Unsupervised K-Means clustering of 198 BBMP wards into four climate-vulnerability archetypes, derived from satellite measurements of surface temperature, urbanisation, vegetation, and water-body pr…

   Python

4. Heart_Disease_Diagnostic Heart_Disease_Diagnostic Public

   Logistic Regression with Elastic Net classifier on UCI Heart Disease data. GridSearchCV-tuned for clinical-grade recall (0.88) over raw accuracy — built around the trade-off that matters in screeni…

   Jupyter Notebook