Episode Details
Back to Episodes
#538 Neil: AI Engineer Roadmap For Building Real AI Systems Fast
Published 2Â weeks, 2Â days ago
Description
Follow a practical AI Engineer Roadmap from Python basics to LLM apps, RAG systems, and agentic workflows. Each phase includes clear skills, real projects, testing steps, and portfolio advice so you can build work that employers and clients can understand. 🚀
We’ll Talk About
- Learning Python for practical AI projects
- Understanding how AI models produce results
- Building a focused application with an LLM API
- Creating a RAG system with private documents
- Building an agentic workflow with LangGraph
- Testing projects and preparing a credible portfolio
- Using Fable 5 or ChatGPT 5.6 during each phase
Keywords: AI Engineer Roadmap, AI Engineering, Python For AI, LLM Application, LLM API, AI Tools.
Links:
- Newsletter: Sign up for our FREE daily newsletter.
- Our Community: Get 3-level AI tutorials across industries.
- Join AI Fire Academy: 500+ advanced AI workflows ($14,500+ Value)
Our Socials:
- Facebook Group: Join 295K+ AI builders
- X (Twitter): Follow us for daily AI drops
- YouTube: Watch AI walkthroughs & tutorials