Projects
From dataset extraction to deployed dashboards — projects spanning machine learning, GIS, and remote sensing.
Ensemble ML pipeline (SVR → RF → GB → XGBoost) predicting wheat yield across multiple growth stages using NDVI and canopy temperature.
React + Leaflet dashboard streaming live earthquake and severe-weather hazard data across Nepal via USGS and OpenWeatherMap APIs.
Free Streamlit dashboard for Nepal-wide crop health monitoring using Google Earth Engine composite imagery.
Multi-temporal Landsat/Sentinel analysis tracking glacier boundary change across selected Himalayan basins.
Supervised classification of Sentinel-2 imagery into agricultural, forest, water, and built-up classes.
Gradient Boosting regression pipeline with feature engineering achieving strong predictive performance on housing data.