Projects

Maps early warning last-mile gaps in the Jamuna-Padma char corridor: where floods, failed roads and submerged mobile towers cut settlements off at the same time. Built for the RIMES Mapathon 2026.

• Python
• Google Earth Engine
• Sentinel-1
• QGIS

Maps annual 10 m wind over Bangladesh from ERA5 reanalysis, with streamlines and wind roses for major cities.

• Python
• ERA5
• Open-Meteo

Reconstructs 12 major cyclone tracks toward Bangladesh from 1970 to 2024 and turns them into a severity-weighted exposure corridor.

• Python
• geopandas
• scipy
• matplotlib

Code for my thesis: a canopy model trained on UAV imagery labels a city-wide satellite classifier, then crowns are converted to biomass, carbon and ward statistics for Pabna Municipality.

• Python
• PyTorch
• Random Forest
• UAV

Fuses the Climate Vulnerability Index with satellite flood, drought and landslide signals into a Dynamic Risk Score for all 64 districts of Bangladesh.

• Python
• Google Earth Engine
• Sentinel-1
• MODIS
• CHIRPS

Automated pipeline that turns a GeoJSON and a date into a daily temperature map, from Open-Meteo and BMD data.

• Python
• Open-Meteo
• BMD

Satellite thermal analysis of surface water dynamics across Pabna District, with maps and statistics.

• Python
• Landsat thermal

Maps groundwater depth and depletion across Pabna District from observation well data.

• Python
• spatial interpolation

Harmonic regression on Landsat 8 time series for Pabna District to model seasonal land surface change.

• Google Earth Engine
• Landsat 8