I built the most complete AI Engineer roadmap on the internet.
10 stages. 247 topics. 89 resources. All free.
Math → LLMs → RAG → Agents → MCP → MLOps → System Design
Nothing paywalled. Nothing held back.
ai-engineer.harshhh.me
Harsh Singh (@harshsinghsv) published a free AI Engineer roadmap comprising 10…
Brief
Harsh Singh (@harshsinghsv) published a free AI Engineer roadmap comprising 10 stages, 247 topics, and 89 resources, organized from Math through LLMs, RAG, Agents, MCP, MLOps, to System Design. The author emphasizes nothing is paywalled or withheld; the roadmap is available at ai-engineer.harshhh.me (published 2026-05-11).