ai guild
INIT AI Guild
Since late 2025, I have been leading INIT's AI Guild. The AI Guild is a deep learning education community running across 6 university chapters. We read papers, implement from scratch, and meet multiple times a week. These graduate-level sessions cover everything from backpropagation to diffusion models to RLHF.
what we've built
- Implementation of STaR using Gemma
- Latent Diffusion Model in JAX (DDPM, UNet, CFG, cross-attention)
- GPT-2 from scratch
- Miniature autodifferentiation engine from scratch
- CLIP from scratch (contrastive learning, InfoNCE loss, shared latent space)
- Custom CNN on MNIST + ResNet-50 on Oxford-IIT-Pets with t-SNE visualizations
links
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