I created this website to help teams move beyond AI demos to build solutions that actually work in the real world. With over four decades of hands-on experience – from early machine vision and robotics to today’s LLM-based applications – I’ve seen how emerging technologies evolve into practical tools.

Throughout my career, I’ve worked across R&D, development, leadership, and education, giving me a unique perspective on what it takes to turn promising ideas into production-ready systems. Most recently, I created the “Production-Ready AI Solution Framework” to address a critical challenge: most AI projects never make it past the prototype stage.

My passion is making AI understandable, usable, and deployable – whether you’re just starting or trying to scale something that works. I believe technology should solve real problems, not just impress in a demo.

If you’re interested in learning about AI – beginning from a non-technical start and building the technical knowledge you need – check out my book AI Fundamentals: Building Technical Knowledge From the Ground Up.