I'm a passionate PhD Candidate at the Department of Geography and the Environment at the University of Alabama, focusing on the fascinating intersection of Geographic Information Science (GIS), Remote Sensing, Deep Learning and Machine Learning to understand fluvial systems. My research explores river dynamics, meander detection and classification, hydrological and hydraulic modeling, and flood resilience.
Previously, I had the privilege of lecturing at Kathmandu University, Nepal, and was first Nepali to graduate an M.Sc. in Geoinformatics from the University of Muenster, Germany.
Programming Languages:
- 🐍 Python
- 🌐 JavaScript
- 📊 R
Key Areas of Expertise:
- 🗺️ GIS, Geospatial, Geomatics, Geoinformatics, Fluvial Geomorphology
- 🛰️ Remote Sensing, UAVs, LiDAR, SAR, Surveying
- 🤖 Machine Learning & Deep Learning
- 🌊 Soil Erosion & Flood Modeling
- Medial Axis Transform Approach: Innovative methods for river centerline extraction.
- Meander Classification using Machine Learning: Applying ML to classify river meanders.
- Deep Learning Meander Classification: Advanced classification with deep learning models.
- CrossSections Extraction Visualization: Visualizing river cross-section data.
- Deriving Morphological Information: Extracting river morphology insights.
- Flood Inundations: Modeling and mapping flood inundation.
- Integrated Information System: Building comprehensive information systems.
- Image Segmentation: Advanced image analysis techniques.
- Satellite Overpass Predict: Predicting satellite overpass times.
- SWAT Modeling: Hydrological modeling with SWAT.
- MMAT: Python package for Medial Axis Transform.
- MMATCWE: Medial Axis Transform Python package.
- LPCC: Python tool that extracts elevation cross-sections.
- CSEV: Tool automates extracting cross-sections with their horizontal distance and elevation.
- BIC: R package for Bayesian Causal Inference with Image Data. .
- patchseg: Python module for segmenting grains, clasts, and particles in large images.
- MATGlobal: Global Medial Axis Transform application.
- FRCF: Framework for data-driven classification of flood resilience.
- MATCW: Meander classification web application.
- MCM: Meander classification model.
- SlopeCurvature: Slope and curvature analysis tool.
- Flood Morang: Flood analysis for Morang region.
- RPubs: Interactive dashboards and maps providing real‑time analytics and visualizations.
