Blog
Writing on GeoAI research, the PhD application process, and life as a student researcher in Nepal.
Notes on moving from a leaky SVR baseline to a properly validated ensemble pipeline.
A comparison of fully funded programs and how I'm sequencing applications.
Thoughts on spatial autocorrelation, revisit gaps, and why generic vision models underperform.
An early exploration of multi-decadal imagery for Himalayan basin monitoring.
A practical comparison for students building a GIS workflow without institutional licenses.
Reflections on the fourth semester and what's shaping my research direction.