I’m an AI Builder focused on helping founders, early-stage teams, and businesses transform ideas into actual AI products. Over the years, I’ve guided people who felt overwhelmed by the flood of tools, frameworks, and ‘fake AI builders’—and helped them get from confusion to clarity fast. My work sits at the intersection of strategy and hands-on implementation: I break down your idea, figure out what’s technically possible, and help you build it step-by-step. On LinkedIn, I share brutally practical insights about AI, product thinking, and execution. On Topmate, you get the personalized, no-BS version of that—direct guidance, technical direction, and help turning your idea into something real.