Bangladesh Air Quality Atlas
Monthly NO₂, SO₂, CO and CH₄ across every upazila in Bangladesh, from Sentinel-5P, with an automated update pipeline.
Senior Research Officer at icddr,b · Dhaka
Most GIS specialists hand you a shapefile. Most web developers cannot read a raster. I do the analysis, build the application that delivers it, and design the maps that go into the report — from one brief.
Monthly NO₂, SO₂, CO and CH₄ across every upazila in Bangladesh, from Sentinel-5P, with an automated update pipeline.
Zone-level suitability for sixteen crops, matched to administrative geography and queryable by district and upazila.
Agro-ecological crop zoning for Bangladesh, presented as an interactive map with per-crop layers.
The catalogue that hosts and publishes every dashboard here — upload a folder, register it, it is live.
Most GIS freelancers hand you a shapefile. Most web developers cannot read a raster. These are the pieces I do from one contract.
Classification and change detection over time
Flood, landslide and cyclone risk, including Sentinel-1 SAR
Scripting and automation of repeatable exports
Dashboards in Leaflet, OpenLayers, GeoServer and PostGIS
Satellite-observed pollutants and land surface temperature
Predictive modelling and early-warning systems
Publication-grade maps for print and report
9 years across research institutes, a UN agency programme and a regional intergovernmental centre.
Building cholera outbreak-risk prediction and early warning systems under a Wellcome Trust grant.
Supported IOM's Risk Index for Climate Displacement.
Delivered SERVIR-HKH services in Bangladesh with ICIMOD.
Atlases, dashboards, analysis, or the cartography to make a report worth reading.