AI space.

Backpropagation: From Intuition to FLOPs

gradient calculation, flow and FLOPs

8 min read   ·   July 24, 2025

2025   ·   dl-basics,   lecture-1   ·   cs336

DL Under the Hood: Tensors, Views, and FLOPs

A deep dive into tensors, their storage, views, and compute in PyTorch.

11 min read   ·   July 14, 2025

2025   ·   dl-basics,   lecture-2   ·   cs336

How Computers Store Data in Memory: Brief Intro

fp32, fp16, and more

10 min read   ·   July 01, 2025

2025   ·   pre-dl,   lecture-1   ·   cs336

Tokenization: Background and BPE Explanation

Background, and BPE implementation

16 min read   ·   June 16, 2025

2025   ·   pre-dl,   lecture-1   ·   cs336

PyG Implementation of EDP-GNN: Generation via Score-Based Generative Modeling

13 min read   ·   October 24, 2024   ·   medium.com

2024