The story behind the pixels.

Biography

I'm a fourth-semester Geomatics Engineering student at the Institute of Engineering, Paschimanchal Campus (Tribhuvan University), Nepal. My work lives at the intersection of satellite imagery, geographic information systems, and machine learning — using each to answer a simple question: what is actually happening on the ground, and how do we know sooner?

Growing up in a country shaped by monsoon floods, earthquakes, and retreating glaciers, I became interested early in how remote sensing could turn distant, delayed information into something local communities could act on immediately. That interest has since grown into a structured research direction spanning crop monitoring, disaster response, and climate risk mapping.

Research Vision

I want to build GeoAI systems that are both scientifically rigorous and genuinely usable — models that don't just perform well on benchmark datasets, but that hold up against the messiness of real satellite revisit gaps, cloud cover, and data-scarce regions like the Himalaya. My long-term goal is a fully funded PhD in Geospatial AI, followed by a research career applying Earth observation and deep learning to climate adaptation in South Asia.

Professional Values