Across AI safety, microfinance, private equity, and robotics, I've held real roles and made real outcomes.
I've been calibrating data to train child-safety evaluations for LLMs and LVMs, helping models learn what's appropriate for younger users. I have run AI-safety workshops for 150+ students, written and presented manifestos to the G7, and crafted slide presentations while ensuring translation consistency.
Consulting for all-size businesses, small through corporate, and supporting KIVA crowdfunding. I automated our data-visualization pipelines, cutting coding and debugging time without uploading sensitive data to any LLMs.
Hands-on financial modeling — building DCF and LBO analyses and valuation models in Excel, and pressure-testing the assumptions behind them.
Built scouting strategies and the data workflows behind them while leading a team of 15–20 scouts. Recognized with the Entrepreneurial Leadership Award.
Started and ran an investment club from scratch. I built the curriculum, the community, and the habit of learning markets by doing (virtual stocks).
Open to internships, collaborations, and good conversations.