Turning multi-sensor data into decisions — from UAV-LiDAR point clouds and SAR imagery to Geo-AI models that map, predict, and protect landscapes across Nepal.
A Geomatics Engineer with hands-on experience in UAV-based data acquisition, LiDAR processing, and geospatial analytics — driven to bridge the gap between raw sensor data and actionable spatial insight through machine learning and advanced remote sensing techniques.
My work spans UAV mapping, bathymetric surveying, LiDAR feature extraction, flood-risk assessment, and multi-sensor spatial data integration for environmental and infrastructure applications across Nepal's diverse and challenging terrain.
Passionate about pushing the boundaries of earth observation and spatial intelligence — actively seeking research collaborations and opportunities where geospatial data science, Geo-AI, and cutting-edge remote sensing converge to create real-world impact.
End-to-end pipeline using TensorFlow & Keras with U-Net for pixel-level feature extraction. Building segmentation on 1,748 NAIP patches; cotton segmentation via Sentinel-2. Integrated GDAL, Rasterio, OSR for coordinate management and automated acreage calculation.
High-precision TLS using FARO Focus Premium for multi-position data acquisition. Processed and registered point cloud in FARO Scene — noise filtering, alignment, and quality checks — producing georeferenced 3D heritage models.
View Project →Final year project predicting WSDR 2001–2041 using machine learning with system dynamics modelling. Analysed historical water supply, consumption, population, and climatic data to simulate future scenarios and assess supply-demand gaps.
Operated Matrice 300 RTK with H600 LiDAR sensor. Processed via LiGeoreference and LiDAR360 to generate 3D point clouds, DEM, DSM, and contour maps. Produced orthomosaic using DJI Terra for solar infrastructure layout planning.
High-accuracy bathymetric surveys using RTK-integrated echo sounding to generate underwater terrain models. Fused above- and below-water data for seamless 3D lake terrain reconstruction and sedimentation volume analysis.
Comprehensive hydrological study assessing flood risk for a proposed solar site. UAV imagery processed with GCPs to generate DEM and orthomosaic. Analysed rainfall, land use, soil, and watershed runoff to produce flood risk maps.
Professional geospatial and Geo-AI support for research, planning, and implementation teams.
Spatial analysis, base map production, and geodatabase preparation for project workflows and decision-making.
Drone and LiDAR data acquisition and processing for terrain modelling, monitoring, and high-accuracy mapping outputs.
Object detection and segmentation pipelines using deep learning for automated feature extraction from satellite and aerial imagery.
Runoff analysis, floodplain mapping, and risk zoning using GIS, remote sensing, and hydrological modelling workflows.
High-accuracy underwater terrain mapping using RTK echo-sounding for lake, reservoir, and riverbed characterisation.
Multispectral, hyperspectral, and SAR image processing for land cover classification, change detection, and environmental monitoring.
Open to full-time roles, research collaborations, and freelance GIS or GeoAI projects.