ML researcher turned AI product engineer and technical lead, working across agent workflows, product architecture, and engineering delivery. At Jobdream, I translate merchant operations into agent systems and oversee implementation quality. I’m also building an agentic game creation and publishing platform. Previously, I built an investment-education membership business reaching approximately 300–400 paying members and an estimated $9,000–$12,000 in peak monthly recurring revenue.
A few years ago, I worried that AI might solve coding.
Now I think that question was too small.
If coding and mathematics become abundant, the scarce resource moves elsewhere:
What is worth building?
Selected publications on distributed machine learning, efficiency, and privacy. Full publication list on Google Scholar.
An archive of early Python and data-analysis writing from 2021.
An archive of research presentations.
