I turn unfamiliar problems into practical paths forward.

For more than eight years, I have worked across data analysis, product planning, new business strategy, and launch. I began by using customer behavior and market data to define product problems and identify better directions. Over time, my role expanded to discovering new business opportunities, shaping early ideas into services, and working with cross-functional teams to launch them across markets.

The industries and technologies have changed, but my way of working has remained consistent. I learn unfamiliar domains quickly, find structure in scattered information, form hypotheses around customers and markets, and translate them into an executable plan. I care about moving beyond analysis and recommendations to launch, operation, and measurable outcomes.

Today, I am exploring how AI, economics, investing, and technological change are reshaping the way people and companies make decisions. This site is where I document what I learn, the ideas I develop, and the small products and experiments I build along the way. My goal is to keep learning and applying, and to help organizations turn their next opportunity into tangible progress.