#538 Neil: AI Engineer Roadmap For Building Real AI Systems Fast

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 projectsUnderstanding how AI models produce resultsBuilding a focused application with an LLM APICreating a RAG system with private documentsBuilding an agentic workflow with LangGraphTesting projects and preparing a credible portfolioUsing Fable 5 or ChatGPT 5.6 during each phase

Keywords: AI Engineer Roadmap, AI Engineering, Pytho...