Most people start AI engineering by collecting courses and never actually shipping anything. I did the same thing before I figured out what actually works. Tell me where you are right now, what you have tried, and what you are aiming for. I will give you a direct personalized roadmap covering what to learn first, what to skip completely, what to build to get noticed, and how to go from zero to something you can actually show recruiters. No generic lists. No course recommendations that look good but teach you nothing useful.