Building machine learning systems to simulate supply combat scenarios & designing interfaces to manipulate variables & wargame outcomes. First intern.

Designing intelligence analysis framework to surface hidden dependencies across nodes and visualize cascading effects + entity-based knowledge sharing system in simulation platform. Deployed in active combat and used by 2,000 government officials.

Researching and deploying simulation software and HMDs for lunar route planning, presented to NASA astronauts & flight director. Wrote first author paper presented at the European Space Agency. $20,000 in funding from the UCI CS department.

Contrary is a venture firm creating more than $10 billion in value through companies like Ramp and Anduril. Wrote 4 startup investment memos published to over 100,000 subscribers.

Designing and building the V1 of triage system for non-emergency 911 calls and interaction workflow with AI Dispatch agents. Worked with dispatchers and police chiefs across the U.S.

Leading the largest design hackathon in the United States. Scaled from 1 to a 40 member team. Raised $20,000 in funding from Figma and Notion. Put on every hat.