Learn AI EngineeringThrough Building

Production-ready projects with complete code, architecture diagrams, and step-by-step explanations. From beginner to advanced.

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What You'll Build

RAG Systems

Document Q&A, multi-doc retrieval, hybrid search, and production pipelines

LLM Applications

Chatbots, content generation, code assistants, and structured outputs

Embeddings

Semantic search, clustering, similarity systems, and vector databases

AI Agents

Tool-using agents, multi-agent systems, and autonomous workflows

MLOps

Model deployment, monitoring, CI/CD pipelines, and scaling

Learning Paths

Structured journeys from beginner to production-ready engineer

Progressive Difficulty

Projects organized by complexity so you can grow at your own pace

Beginner

1-2 hours

Perfect for learning fundamentals. Under 200 lines of code.

Intermediate

4-8 hours

Build real features. 200-500 lines of production code.

Advanced

2-5 days

Production-ready systems. 500+ lines with full architecture.