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1. bengaluru-urban-forestry bengaluru-urban-forestry Public

   Containerized three-stage geospatial pipeline ranking Bengaluru's 198 BBMP wards by environmental health and siting pocket forests in the worst heat-stress wards, with a multi-stage Docker build an...

   Jupyter Notebook

2. Bengaluru_LST_Prediction_API Bengaluru_LST_Prediction_API Public

   Regression pipeline predicting ward-level Land Surface Temperature across 198 BBMP wards of Bengaluru from satellite land-use features (MAE 0.39°C). Served as a Flask REST API.

   Jupyter Notebook

3. 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

4. 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

5. 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