Projects
Evidence Guide
An AI-native extraction pipeline that reduced scholarly-article coding costs from $1,000/paper to $0.12/paper. Built in collaboration with reseachers at the Global Poverty Research Lab (NW Kellogg), processing 213+ development economics RCTs.
YouBook
Built an AI-native study platform (Granola-style CRM for students) that auto-generates textbook-quality lecture notes. Placed top five at the Continual Learning Hackathon hosted by Intercom.
Comparing Confidence in LLMs
Produced a reusable benchmarking technique measuring how LLMs revise confidence estimates as task difficulty scales. Built with PyTorch and HuggingFace.
DisInfo
A real-time disinformation tracking tool that monitors Twitter trends and identifies suspicious clusters of coordinated users. Built at a hackathon.
Lab Interview
A structured coding assessment to evaluate how new hires code, think, and analyze research problems — covering data parsing, experimental design, analysis, and interpretation.