ML Engineering

Deep dive into training and serving infrastructure

“If you are deploying models in production, understanding GPU infrastructure is no longer optional”

Practical guide to building evaluation pipelines for LLM apps

“Most teams skip evals and regret it. This is the most practical guide I have seen.”

Understanding model quantization formats from first principles

“Best explanation of model formats and quantization - essential for anyone serving models locally”