Complete DINOv3 self-supervised ViT training system in dependency-free pure Python — student-teacher EMA, multi-crop augmentation, centering mechanism.

Platform indexing 300k+ ML/AI papers without public code. Scraping and mapping pipeline connecting papers to GitHub.

Open-source reproduction of "Deep Mixture of Experts via Shallow Embedding" — a paper that had no public implementation.

Full-stack math competition platform for 150k+ members across 11 partner organizations. $20k raised.