I've delivered and automated more than 10,000 GIS maps and reports for agricultural and environmental projects across India. My work covers crop classification, crop health, soil moisture, inundation, and acreage mapping using Sentinel-1 and Sentinel-2 data.
Across agricultural GIS, crop monitoring, and automation projects, I built Python workflows for map generation, raster masking, captioning, report creation, and statistical tabulation. I also created village-level and crop-wise analytical datasets in Google Earth Engine for district- and taluka-level monitoring in Gujarat and West Bengal.
At Mohanlal Sukhadia University, I supported the RUSA 2.0 Smart Village Development Mapping project through cadastral mapping, geospatial documentation, digitization, geo-referencing, and visualization. Earlier, at Aptara Corp Pvt. Ltd., I performed quality-controlled map georeferencing and spatial correction across coordinate systems and projections.
My research spans remote sensing, geoheritage, forest ecosystems, sustainability, LULC change analysis, disaster management, forest degradation, and agricultural monitoring. I bring an M.Sc. in Remote Sensing & GIS and training from IIRS, UNITAR, UN-SPIDER, and national GIS workshops.
