Principal Innovation Architect with 20 years of experience in technology and over 3 years of deep, hands-on work building generative AI solutions. I've designed and implemented production-grade AI systems across enterprise environments and understand the real-world challenges that go beyond textbook scenarios. My teaching approach focuses on practical, scenario-based learning that develops critical thinking — not just memorization. I create content grounded in real implementation experience to help professionals build confidence and expertise.