ModelRefs / Become an AI Engineer — AI Learning Pathway
Become an AI Engineer — AI Learning Pathway
End-to-end career roadmap for AI engineers. Be production-ready for an AI engineering role. A 80-hour intermediate path.
Overview
End-to-end career roadmap for AI engineers.
What you will be able to do
- Master prompting, RAG, and agents
- Ship LLM features to production
- Apply evaluation and observability
- Pass AI engineer interviews
Pathway phases
- Foundations — LLMs, prompting, embeddings.
- Systems — RAG and agents.
- Production — Eval, ops, cost.
Continue your research
Use these connected ModelRefs sections to compare alternatives, inspect implementation paths, and review the evidence and governance boundaries relevant to Become an AI Engineer — AI Learning Pathway.
Frequently asked questions
What will I learn in Become an AI Engineer?
Master prompting, RAG, and agents Ship LLM features to production Apply evaluation and observability
How long does Become an AI Engineer take?
Approximately 80 hours across 3 phases.
What projects are included?
Production RAG App • Agent SaaS Feature • Eval Platform • Portfolio + Writeups