Bengaluru Flood Risk Model
Geospatial ML Dashboard for Urban Flood Vulnerability
A geospatial machine-learning model (R-squared = 0.64) mapping urban flood vulnerability across Bengaluru from satellite and administrative data, deployed as an interactive decision dashboard for public planners. Conducted during the Chanakya University Policy Programme fellowship.
Architecture
Sentinel-1/2 and NASA GPM data via Google Earth Engine, a scikit-learn regression model, deployed as a Streamlit dashboard, with results also published via GitHub Pages.
Key Features
Geospatial ML model (R-squared = 0.64) built on Sentinel-1/2 and NASA GPM data via Google Earth Engine
Deployed as an interactive Streamlit decision dashboard for public planners
Google Earth Enginescikit-learnStreamlitGeospatial