C. elegans

Turning a DevoWorm reference sheet into 2,506 honest cell fate training labels, and the four ways it fought back.

I caught my own model cheating on a test, realized the test itself was broken, and rebuilt the whole thing around a much cooler question: what does each cell grow up to become?

A walk through the work done till the midterm evaluation from raw C. elegans microscopy to a trained ESTGEL model, attention maps, and an interactive embryo dashboard.

So, I Started Working on OpenWorm

Complete guide to preprocessing and analyzing C. elegans embryonic development using spatio-temporal graph data

Complete guide to preprocessing and analyzing C. elegans embryonic development using spatio-temporal graph data

My set of research while i build my proposal for GSOC 2026 at the Openworm Foundation