Gayatri latke

I'm pursuing an M.Sc. in Agriculture Analytics at Dhirubhai Ambani University, building data science and geospatial solutions for agriculture, climate, and environmental decision-making.

I developed GeoFlood, a real-time flood detection and prediction system that combines Sentinel-2 imagery, NDWI, weather data, and spatial analysis. I also built interactive Streamlit dashboards for flood mapping, building-impact assessment, and spatial visualization.

My work includes an XGBoost crop recommendation system trained on 14,243 village-level soil records that achieved 87% classification accuracy, methane-emission prediction with an R² of 0.83, digital soil mapping, groundwater potential mapping, and a Flask/PostGIS enterprise GIS application.