# Aasman Bashyal

Research & AI Architect at [Angelswing](https://angelswing.io/). Remote.

Employer location: Seoul, South Korea.

I am a Research and AI Architect at Angelswing. I work on problems in computer vision, AI, GIS and deep learning.

Canonical portfolio: https://aasmanbashyal.com.np/

[Read the full biography, resume, projects, and writing in one Markdown file](https://aasmanbashyal.com.np/portfolio-full.md)

Profile reviewed: 2026-10-23. Article publication dates are listed separately.

## Projects

- [Automatic Modulation Classifier](https://aasmanbashyal.com.np/projects/amc): Identifying signal modulation types through automatic classification.
  [Read Markdown](https://aasmanbashyal.com.np/projects/amc.md)

- [Robotics Projects](https://aasmanbashyal.com.np/projects/robotics): Robots our team built for ABU Robocon.
  [Read Markdown](https://aasmanbashyal.com.np/projects/robotics.md)

- [Simultaneous Localization and Mapping (SLAM)](https://aasmanbashyal.com.np/projects/slam): Robot localization and mapping using a grid map and particle filter.
  [Read Markdown](https://aasmanbashyal.com.np/projects/slam.md)

- [Gaussian Splatting](https://aasmanbashyal.com.np/projects/gaussian): Rendering novel views with Gaussian Splatting, with the mathematics behind the technique.
  [Read Markdown](https://aasmanbashyal.com.np/projects/gaussian.md)

- [Structure from Motion (SfM)](https://aasmanbashyal.com.np/projects/sfm): An SfM pipeline covering feature detection, camera pose estimation, triangulation, and 3D reconstruction.
  [Read Markdown](https://aasmanbashyal.com.np/projects/sfm.md)

- [Automatic Polygon Drawing](https://aasmanbashyal.com.np/projects/polygon): Drawing polygon masks automatically with the Segment Anything Model.
  [Read Markdown](https://aasmanbashyal.com.np/projects/polygon.md)

- [3D Terrain Editing](https://aasmanbashyal.com.np/projects/terrain): Editing 3D terrain and flattening selected surfaces into 2D while preserving texture.
  [Read Markdown](https://aasmanbashyal.com.np/projects/terrain.md)

- [CAD Snapping](https://aasmanbashyal.com.np/projects/snapping): Snapping for precise measurements in a CAD overlay.
  [Read Markdown](https://aasmanbashyal.com.np/projects/snapping.md)

## Writing

- [When weight pruning helps TinyML](https://blogs.aasmanbashyal.com.np/blogs/tinyml): How weight pruning shapes TinyML models, and where hardware constraints limit the gains.
  [Read Markdown](https://aasmanbashyal.com.np/blogs/tinyml.md) · Published February 24, 2026

- [When low-pass filtering helps graph neural networks](https://blogs.aasmanbashyal.com.np/blogs/spectral): Why low-pass filtering helps graph neural networks, and when removing high-frequency signals can lose useful information.
  [Read Markdown](https://aasmanbashyal.com.np/blogs/spectral.md) · Published May 10, 2025

## Read by page

- [About](https://aasmanbashyal.com.np/about.md): The complete biography.
- [Resume](https://aasmanbashyal.com.np/resume.md): Experience, education, awards, and skills.
- [Projects](https://aasmanbashyal.com.np/projects.md): Project descriptions and links to each case study.
- [Writing](https://aasmanbashyal.com.np/blogs.md): Article descriptions, publication dates, and links.
- [Gallery](https://aasmanbashyal.com.np/gallery.md): Image titles and links to the original images.

## Resume and contact

- [Resume PDF](https://aasmanbashyal.com.np/pdf/resume_aasman_20261023.pdf)
- [Email](mailto:bashyalaasman@gmail.com)
- [GitHub](https://github.com/aasmanbashyal)
- [LinkedIn](https://www.linkedin.com/in/aasmanbashyal/)
- [YouTube](https://youtube.com/@aasmanbashyal)

## Source links

- [Text versions](https://aasmanbashyal.com.np/agents/)
- [Public text index](https://aasmanbashyal.com.np/llms.txt)

The profile and project descriptions are owner-published material. The linked articles and resume contain the supporting details.