Mahad/AI Product Engineer

Articles & Notes

Technical deep dives into applied machine learning, zero-cost infrastructure, in-process routing, and production AI system design.

AI Product EngineeringBuild in PublicRAGAgentic AIMLOpsPortfolio

I Decided My Portfolio Should Be the Project

I am turning my portfolio into a complete AI product rather than placing an AI feature on top of a static website. This first update explains my move from product design into AI Product Engineering, what has been built so far, and the planned path through managed content, RAG, ML routing, agents, observability and voice.

Cover for the first article in the Building an AI-Native Portfolio series by Mahad Baig.
14 min readSeptember 2026