/blog
Blog
My collection of blogs where I cover topics on digital forensics, AI/ML, and low-level programming.
Published
- The Math behind Foundational Vision Models
A deep dive into the math behind patch embeddings, RoPE, DINO-style self-distillation, and SigLIP's pairwise sigmoid loss.
- Memory Forensics with Volatility 3: A Complete Deep Dive
A complete walkthrough of memory forensics using Volatility 3.
- MemLabs Lab 6 Writeup: The Reckoning
A writeup of MemLabs Lab 6 — The Reckoning, a memory forensics CTF challenge.
Upcoming
- Writing, Dissecting and Detecting Rootkits
- The Math behind ViT
- Quantization Explained
- FlashAttention under the hood