At the National Institute of Urban Affairs (NIUA), I standardize and validate waterbody data, quantify surface areas, and produce thematic maps for urban planning. I also prototyped a geospatial dashboard for Delhi’s blue-green assets and contributed to the River Cities Alliance Annual Progress Report.
For my M.Sc. thesis at Amity University, Noida, I analyzed Delhi’s urban sprawl using Landsat imagery, Google Earth Engine, and Random Forest land-use classification. I also authored a methodological proposal at NITI AAYOG for automating attribute data collection for GIS-based Master Plans.
