At the Department of Civil Engineering, IIT (BHU), I developed a SWAT hydrological modelling pipeline for Gummanur Basin, including DEM preprocessing, watershed delineation, and geospatial feature engineering.
I applied machine learning to geospatial data for rice and wheat yield estimation, then analyzed hydrological parameters and validated model outputs using field data. I also created visualizations and technical presentations to communicate findings to stakeholders.
My projects include analyzing Sentinel-2 data for water quality classification at Loktak Lake and examining land-use and land-cover change in Uttar Pradesh using satellite imagery. I work with GIS, remote sensing, Python, and statistical modelling.
