Lakshmanan LN

Hi, I’m Lakshmanan LN — an AI/ML engineer working on GenAI and RAG systems, MLOps, and ML architecture, writing about the systems layer underneath all of it: attention internals, LLM inference engines, and the training dynamics behind why models behave the way they do.

This blog is where I work through those topics properly — first principles first, code and diagrams over hand-waving, honest about where a technique breaks down.

Connect with me on LinkedIn, X, or YouTube to talk shop or compare notes.