I'm an Intelligent Systems Architect, product designer, and founder exploring how AI changes the way expertise becomes software. My work sits at the intersection of human judgment, product design, and emerging technology, where I build AI-powered systems that turn specialized knowledge into scalable products without losing the thinking behind them. I'm especially interested in how AI reshapes business models, decision making, and the future of work and I write about the market shifts that happen