From Raw Chat Logs to a Local AI: An End-to-End Guide to Building a Personality Clone with Llama 3.1

A deep dive into the MLOps pipeline, the 5 critical bugs I squashed, and how you can go from a cloud GPU to a local LLM on your own laptop.