I’ve built a paid investment education community and now lead technical review and acceptance for an AI-agent platform serving marketplace sellers. My work starts with understanding what people need and taking responsibility for what gets delivered.
I built an investment education audience on YouTube, grew it beyond 9,000 subscribers, and offered a private Telegram community at $30 a month. As AI became better at explaining concepts, I began questioning what I should continue to offer. That question now follows me into game development and engineering work for a merchant-agent platform.
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.
