ESTGEL Is Live: Go Click a Cell
The cell-fate model is off my GPU and on the internet. An interactive 3D embryo you can scrub through, and a Space where you can upload your own.
ESTGEL
Google Summer of Code Week 7: The 96% That Wasn't
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?
Google Summer of Code Midterm: Everything I've Built So Far
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.
Google Summer of Code Week 4: Training the ESTGEL Pipeline
Connected the data, model, loss, and checkpointing into a working training flow.
Google Summer of Code Week 3: ESTGEL Explained with a Social Network Analogy
A plain-English breakdown of ESTGEL’s three modules using a student friendship network analogy.