# Aasman Bashyal's writing

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

## [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.

Published: February 24, 2026

[Read Markdown](https://aasmanbashyal.com.np/blogs/tinyml.md)

## [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.

Published: May 10, 2025

[Read Markdown](https://aasmanbashyal.com.np/blogs/spectral.md)