AI Engineer Essentials

What You Will Learn

• Engineer effective prompts and context windows for real products.
• Build and evaluate RAG workflows and LLM finetuning loops.
• Design agentic systems with memory and observability.
• Ship capstone experiences ready for live integrations.

Full Curriculum

1. 01Module 01: Prompt Engineering Essentials
2. 02Mini Project 0: Prompt EngineeringProject
3. 03Module 02: LLM Finetuning Sprint
4. 04Module 03: RAG Systems
5. 05Mini Project 01: LLM Finetuning + RAG SystemsProject
6. 06Module 04: Context Engineering Masterclass
7. 07Mini Project 02: Context EngineeringProject
8. 08Module 05: Agentic Design Patterns
9. 09Module 06: AgentOps
10. 10Module 07: Multi Agentic Systems
11. 11Mini Project 03: Agentic Design Patterns and Memory SystemsProject
12. 12Mini Project 04 Release(Coming Soon)Project
13. 13Agentic GraphRAG(Coming Soon)
14. 14MCP Integration Pipelines(Coming Soon)
15. 15Capstone Project I - API Development & LiveKit Integration(Coming Soon)Project
16. 16Capstone Project II - Telephony Integration & Deployment(Coming Soon)Project

Instructor

Isuru Alagiyawanna

Lead Instructor & Head of AI Engineering

Isuru leads Zuu Crew's technical direction and curriculum design. He has trained students and professionals across practical machine learning, MLOps, and AI engineering systems with a strong emphasis on shipping production-grade work.