More than 15 years have gone by. Filled with building, leading product teams, and even founding: from seed to Amazon-scale.

I got to play with NLP models before LLM's. Have deployed computer vision models at Amazon, and have been messing around and shipping with LLM's since they first came out.

If you work with me, you're working with a practical, no-nonsense instructor who is incredibly dedicated to your success. I really believe anyone with drive can thrive in the age of AI.

What you'll hear from me is a few key theses: 1) I believe the future belongs to generalists, 2) I believe LLM's are the greatest learning leveler we've ever seen, and 3) despite all the chaos I do believe you can plan strategically and durably in the age of AI.

These are road-tested beliefs. I've worked hands-on for thousands of hours as a career coach and a product exec, and I've developed an AI level-up curriculum that's based on the proven strategies I've seen work over and over again—the strategies that have helped professionals across tech—from PMs and engineers to designers and marketers—leverage AI to accelerate their careers.

My approach combines practical AI skills with durable career planning, teaching you to identify high-impact AI opportunities and execute "small bets" that deliver immediate value at work.

I'm building this course to scale up my impact and share my hard-won learnings with a wider audience.