Role overview
Build AI products that combine models, prompts, retrieval, tools, evaluation, and guardrails.
Skills to learn
Python, LLMs, RAG, AI Agents, System Design for AI, evaluation, safety, and cloud deployment.
Recommended learning order
Python → LLMs → RAG → AI Agents → Evaluations → System Design for AI.
Interview focus areas
Prompting, retrieval quality, hallucination control, agent reliability, latency, cost, and eval strategy.
Resources
Use the curated resource library for LLM, RAG, agent, and evaluation references.