The kind of work I want to do.
I am drawn to work that is difficult, useful, and grounded. I care about AI, systems, and execution, but not as ends in themselves. What matters to me is whether the work helps people, improves decisions, and holds up in the real world.
Applied Data & AI
I want to use data and AI to make complex problems easier to understand and act on. My foundation includes MIT graduate-level coursework in applying data and statistics to development problems, which sharpened how I think about evidence, implementation, and tradeoffs. I am less interested in novelty for its own sake than in building things that are genuinely useful to the people making difficult decisions.
Institutional Scale
I care about institutions because they shape everyday life more than most people realize. When systems work well, people are treated more fairly, helped more quickly, and given a better chance. I want to work on problems where better judgment and better design can make a real difference.
Durable Building
I admire work that stays useful over time. Not just something impressive at the beginning, but something solid enough to keep serving people years later. I want to build with that kind of durability in mind.