What I Actually Build: AI Systems That Ship, Not Demos That Impress

Every LinkedIn post about AI sounds the same. "Excited to leverage cutting-edge LLMs to transform your business." Cool. What does that even mean? I'll tell you what I actually do. AI Engineering — Not the Buzzword Version I build AI systems that run in production. Not prototypes that break when you look at them wrong. RAG Systems: Retrieval-Augmented Generation is where I spend most of my time. Real RAG — not just "stuff everything into a vector store and pray." I design chunking s...