AV / 27.7172 NHello, I'm
I work with geospatial data, satellite imagery and machine learning to understand real-world environmental problems.
Bachelor's in Computer Engineering
Advanced College of Engineering and Management
Tribhuvan University / IOE
Kalanki, Kathmandu, Nepal
Currently in 7th semester
Plus Two — Physical Sciences
Little Angels' College
I'm a Computer Engineering student interested in using Python, GIS, remote sensing and machine learning to turn spatial and environmental data into something useful.
I'm particularly drawn to environmental hazards, geospatial analysis and using data to understand problems that exist outside the screen — things like landslide susceptibility, glacial lake dynamics and terrain behavior.
Tools & Technologies
Programming
- Python
- C
- C++
- JavaScript
- HTML / CSS
- TypeScript
GIS & Remote Sensing
- QGIS
- GeoPandas
- Google Earth Engine
- Sentinel-1
- Sentinel-2
- ERA5-Land
- Raster Analysis
- Coordinate Reference Systems
Machine Learning
- scikit-learn
- Random Forest
- XGBoost
- Model Evaluation
- Hyperparameter Tuning
- NumPy
- Pandas
- Matplotlib
Development
- Next.js
- React
- Node.js
- Express
- MongoDB
- Git
- GitHub
- Pygame
CLICK ANY CARD TO INSPECT & RUN LIVE SIMULATOR ↗
Landslide Susceptibility Mapping
An end-to-end landslide susceptibility mapping workflow combining QGIS-based geospatial preprocessing with Python machine learning. Environmental and terrain conditioning factors are used to train models that produce pixel-wise susceptibility probability maps.
- · TWI · TRI · Slope · Flow Accumulation
- · DEM · Distance to Road · Distance to River
- · ROC-AUC analysis · Hyperparameter tuning
- · GeoTIFF susceptibility output
Multi-Sensor GLOF Research
An ongoing research project investigating glacial lake hazard and downstream human exposure in Nepal using multisensor Earth observation and environmental data. The data foundation integrates Sentinel-1/2, ERA5-Land, GPM and MODIS across 494 glacial lakes with monthly data from January 2015 to December 2025.
- · 494 glacial lakes · Jan 2015 — Dec 2025
- · Khumbu & Annapurna corridors
- · Solukhumbu · Myagdi · Manang · Mustang · Kaski
- · Preprocessing + EDA foundation · Ongoing research
Shannon Entropy Visualizer
A Python/Pygame visualization exploring Shannon entropy, probability distributions, randomness and information. An interactive demonstration of information theory concepts.
- · Shannon entropy visualization
- · Probability distribution exploration
- · Randomness & information theory
- · Interactive Pygame interface
A* Pathfinding Visualizer
An interactive A* pathfinding visualization built with Python and Pygame. Features an interactive 50×50 grid, obstacle placement, Manhattan heuristic, sound effects and on-screen controls.
- · 50 × 50 interactive grid
- · A* algorithm · Manhattan heuristic
- · Obstacle placement · Sound effects
- · 800 × 900 window
President
Advanced Robotics Club (ARC)
Currently leading ARC and shaping its direction, governance and activities. Preparing for Technorion 2026, a Nepal zonal qualifier for Techfest, IIT Bombay.
- · Club leadership & governance
- · Constitution & structural work
- · Event planning & coordination
- · Technical community building
Vice Secretary
Advanced Robotics Club (ARC)
Planning, coordination and outreach. Organized technical events and contributed to multiple major events.
- · Aarambha 2024
- · Technorion Nepal 2023
- · Technorion 2024
Member
Advanced Robotics Club (ARC)
Participated in robotics activities and technical events.
- · Robo Pop
- · Line Following Robot
- · LOCUS
- · Sagarmatha Techfest
Backend Development Intern
Array Codes
Backend development and API workflows using Node.js, Express, MongoDB and Flutter integration.
- · Node.js · Express · REST APIs
- · MongoDB · Flutter integration
- · Backend architecture
Workshop Instructor — Git & GitHub
Array Codes & RIU
Conducted a two-day Git and GitHub workshop for 20+ participants.
- · 20+ participants
- · Two-day session
- · Version control fundamentals
A timeline of how I moved from building software and joining technical communities toward working with geospatial data, remote sensing and machine learning.
Getting Started
Started my Bachelor's in Computer Engineering and joined the Advanced Robotics Club. This was the beginning of my involvement in technical communities, robotics activities and hands-on projects. Building, tinkering, learning — figuring out what kind of engineer I wanted to be.
Building & Organizing
Continued developing technically while becoming more involved in ARC activities and event organization. Took on the Vice Secretary role and helped run Technorion and Aarambha. Also worked as a Backend Development Intern at Array Codes — first real experience with Node.js, Express, REST APIs and MongoDB in a production context.
Exploring Beyond Software
Expanded my technical interests toward GIS, remote sensing, Python and machine learning. Worked on geospatial analysis and environmental data projects. Conducted a Git & GitHub workshop for 20+ participants. Started to realize my most interesting work happens at the intersection of software and the physical world.
Into Geospatial Intelligence
Currently in my 7th semester of Computer Engineering, focusing heavily on Python, GIS, remote sensing and machine learning. My major project — a multi-sensor machine learning framework for dynamic glacial lake hazard and exposure assessment in Nepal — is the most technically ambitious thing I've worked on. At the same time, I'm serving as President of Advanced Robotics Club, preparing for Technorion 2026.
That's the professional side of things.
Beyond the work with geospatial data and machine learning, there's a creative side— independent music with 800k+ streams, photography, and personal passions.
Whether it's satellite intelligence, ML pipeline architecture, independent music production, or an open discussion — reach out through any channel below.
“Every transmission sent here lands directly in my personal inbox. For research collaborations or music stems, feel free to include references or links.”
Aviskar Poudel
Kathmandu, Nepal