Google Summer of Code on bluee :) https://barshan.is-a.dev/tags/google-summer-of-code/ Recent content in Google Summer of Code on bluee :) Hugo -- gohugo.io en Thu, 20 Aug 2026 00:00:00 +0000 ESTGEL Is Live: Go Click a Cell https://barshan.is-a.dev/posts/2026-08-20-estgel-live/ Thu, 20 Aug 2026 00:00:00 +0000 https://barshan.is-a.dev/posts/2026-08-20-estgel-live/ 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. Google Summer of Code Week 8: Turning One Spreadsheet Into 2,769 Answers https://barshan.is-a.dev/posts/2026-07-31-gsoc-week-8/ Fri, 31 Jul 2026 00:00:00 +0000 https://barshan.is-a.dev/posts/2026-07-31-gsoc-week-8/ Turning a DevoWorm reference sheet into 2,506 honest cell fate training labels, and the four ways it fought back. Google Summer of Code Week 7: The 96% That Wasn't https://barshan.is-a.dev/posts/2026-07-25-gsoc-week-7/ Sat, 25 Jul 2026 00:00:00 +0000 https://barshan.is-a.dev/posts/2026-07-25-gsoc-week-7/ 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 https://barshan.is-a.dev/posts/2026-07-10-gsoc-midterm/ Fri, 10 Jul 2026 00:00:00 +0000 https://barshan.is-a.dev/posts/2026-07-10-gsoc-midterm/ 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 https://barshan.is-a.dev/posts/2026-06-20-gsoc-week-4/ Sat, 20 Jun 2026 00:00:00 +0000 https://barshan.is-a.dev/posts/2026-06-20-gsoc-week-4/ 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 https://barshan.is-a.dev/posts/2026-06-13-gsoc-week-3/ Sat, 13 Jun 2026 00:00:00 +0000 https://barshan.is-a.dev/posts/2026-06-13-gsoc-week-3/ A plain-English breakdown of ESTGEL’s three modules using a student friendship network analogy. Google Summer of Code - Coding Period Week 2 https://barshan.is-a.dev/posts/2026-06-06-gsoc-week-2/ Sat, 06 Jun 2026 00:00:00 +0000 https://barshan.is-a.dev/posts/2026-06-06-gsoc-week-2/ Created a Dataset Loader for my Dataset Tiny Worms and Large Graphs https://barshan.is-a.dev/posts/2026-05-24-community-bonding-gsoc/ Sun, 24 May 2026 00:00:00 +0000 https://barshan.is-a.dev/posts/2026-05-24-community-bonding-gsoc/ So, I Started Working on OpenWorm Attention in Development Biology? https://barshan.is-a.dev/posts/2026-03-12-attention-mechanism-bio/ Thu, 12 Mar 2026 00:00:00 +0000 https://barshan.is-a.dev/posts/2026-03-12-attention-mechanism-bio/ My set of research while i build my proposal for Google Summer of Code 2026 at the Openworm Foundation