@hasabtech: Want to become an AI Engineer but don’t have an AI background? 🤖 You don’t need to learn everything at once. This 12-week roadmap takes you from LLM fundamentals → AI application development → RAG → AI agents → production AI → interviews & portfolio. The key is simple: learn → build → deploy → repeat. Don’t just watch tutorials. Build projects that force you to understand how AI systems actually work. 📌 Save this roadmap if you’re planning your transition into AI Engineering. Follow @hasabtech more AI roadmaps, software engineering concepts, and practical developer resources. . . . #AIEngineer #AI #LLM #RAG #AIAgents #PromptEngineering #SoftwareEngineering #trending #hasabTech