Ramsha's Writings

Sharing my thoughts and idea through the art of writing

Breaking the O(N²) ceiling

A Deep Dive into Flash Attention with Triton

February 01, 2026 · 1 min read
Probability and Information Theory

A chill, easy read on how probability and information theory help us deal with an uncertain world.

November 14, 2025 · 1 min read
The Math behind Rotating Attention

A deep dive into how RoPE works in transformers

August 05, 2025 · 1 min read