I lead AI and data initiatives with 13+ years of experience across product, machine learning, and business strategy. I’ve built and scaled real-world AI systems in marketplaces, search, recommendations, and growth. I mentor professionals who want to move beyond theory and build practical, high-impact careers in AI, product, and data. I can help you with: • Transitioning into AI, data, or product roles • Moving from IC to leadership • Building AI products that create business impact • Structuring ML and data roadmaps • Startup and career decision making • Breaking into high-growth tech companies • Thinking through business, not just models My style is practical, honest, and focused on long-term leverage rather than quick hacks. If you’re serious about growth, happy to work together.