I started as a full-stack developer, spent a decade building digital products, and somewhere along the way got obsessed with making things scale without the bloat. I co-founded Mindstream, a newsletter covering AI and emerging tech, which HubSpot eventually acquired. That experience pushed me deep into automation. I used what I learned to build an AI-first e-commerce brand that hit 7 figures in under 6 months. Now I run Toolibrary and Autonoza, where I help companies cut the manual work that's quietly killing their margins. My focus is practical AI, the kind that actually ships, not the kind that sits in a slide deck. I write and speak about AI tools, automation strategy, e-commerce growth, and what it really takes to scale a lean business.