Selected work

Geospatial projects, grounded in real data.

Field surveys, satellite analysis and cartography applied to agriculture, water and the environment across India.

2025Punjab, India

Punjab Water Indices

A remote sensing case study mapping vegetation and surface water across Punjab, India using NDVI and NDWI from Landsat imagery to read groundwater stress over an agricultural state.

LandsatQGISGoogle Earth EnginePythonNDVI

2026Chandigarh, India

River Buffer and HAND Exposure Analysis for the Maldevta Song Watershed

Conventional proximity analysis commonly assumes that the places nearer to a river are more exposed. In steep Himalayan terrain, straight line distance alone can be misleading: a building closer to aa channel may sit above it, while another building farther away from a channel may lie on a low, hydrologically connected surface. The project tests whether terrain-aware indicators improve the identification of potentially exposed buildings in the Maldevta flash floods.

WhiteboxToolsGeopandasNumpyRasterioArcGIS Pro

2025Delhi NCT, India

Delhi NCT Industrial Impact

A Sentinel-2 remote sensing study of how industrial zones in Delhi NCT affect surrounding vegetation, water, and built-up land using NDVI, NDWI, NDBI, buffer zones, and zonal statistics.

Sentinel-2QGISGoogle Earth EnginePythonArcGIS Pro

2026Roorkee, India

IIT Roorkee UAV & GNSS Field Work

As a Research Intern at IIT Roorkee, I ran UAV survey prep, GNSS ground control with Emlid Reach RS3 and Trimble DA, and photogrammetry workflows for accurate, georeferenced mapping outputs.

Emlid Reach RS3Trimble DAUAV / droneGNSS (RTK)Photogrammetry

2025New Delhi, India

Spatial Analytics for Academic Research

A research-trainee project at Miranda House, University of Delhi, linking temperature, groundwater depletion and Punjab agriculture using spatial analytical tools and open satellite data.

QGISGoogle Earth EngineLandsatSentinel-2Python

2025Remote, India

Geographical Research Writing

An eight-week research-writing internship at Bhu Chintan where I produced literature reviews, formatted articles, and prepared publication-ready geography writing.

Literature reviewAcademic writingArticle formattingEditorial workflowReference management

2025India

Vegetation & Water Stress Mapping

Mapping vegetation condition and water stress across farmland in India using Sentinel-2 and Landsat NDVI and NDWI for agricultural and environmental monitoring.

Sentinel-2LandsatGoogle Earth EngineQGISPython