Systems that think

Sixteen years of building enterprise systems have taught me one thing — architecture is about trade-offs, not tools. I've shipped petabyte-scale data pipelines at VMware, real-time fraud detection at Tesco, and high-traffic content platforms at Bazaarvoice.

Now I'm at an inflection point. AI isn't replacing architects — it's creating a new class of systems that need architectural thinking more than ever. Production RAG isn't a tutorial problem. Agent orchestration isn't a prompt engineering trick. These are distributed systems problems, and that's where my 16 years become relevant.

"AI: Through an Architect's Lens" is my way of bridging that gap publicly — learning deeply, writing rigorously, and building production-grade systems. Because I believe work speaks louder than credentials.