Machine Learning from Scratch
A 12-part walkthrough of the ML II course notes — intuition, math, code.
Part 01What is Machine Learning?
Guides
Multi-part walkthroughs. Each one starts at the intuition and walks you all the way down to the code.
12 of 12 published 9 of 10 published NLP from Scratch
A 10-part walkthrough of the NLP course notes — intuition, math, code.
Part 01What NLP is (and what it isn't)15 of 15 published GenAI Engineering — Interview Prep
The full study path I'm following for a Generative AI Engineer interview at GFT — starting with self-assessment and prep questions, then a deep dive into every concept on the 4-page cheatsheet: LLMs, prompting, RAG, agents, guardrails, LLMOps. Public but assembled for my own revision.
Part 01My Strengths & Weaknesses for this role