I'm a product designer and Design leader who learned to build, and now ships production software with AI. Fifteen years of design behind me, at Intuit, Goldman Sachs and Moonraft. Then I built Chiblu, a marketplace, from 0→1 largely on my own: Razorpay payments with automatic split payouts, OTP login, APIs and webhooks, and the security work that comes with handling other people's money. Real users, real transactions, real bugs at 2am. I've also shipped and open sourced smaller tools, a dieline generator (diecutstudio.com) that exports manufacturing-ready cut files, and a Razorpay integration kit. So when I teach AI fundamentals, it comes from shipping, not from slides. I'm not an ML researcher and I won't pretend to be. I'm someone who was a designer, learned to build with AI, and shipped things that had to actually work. I can help you with what these models actually are and are not, how prompting and context really work, where AI genuinely helps versus where it wastes your time, and how to get from an idea to something running that other people can use.