Human–AI collaboration
Software for studying how AI advice affects cooperation when individual and group incentives differ.
Projects
Research, industry work, and selected coursework.
Bio-LoRA and protein-model evaluation
Co-first-author work on biological-prior initialization, followed by experiments on signal-peptide prediction across model sizes.
Synthetic Pilot Lab
Offline diagnostics for faults in experimental software and the measurements it records.
RoomWise
Talk through what you want to buy, swipe through furniture listings, and see the room preview change with each selection.
FieldLens
A local prototype for reviewing fictional incident records, with model answers linked to their sources.
Machine learning internship at Zeek
Customer segmentation, model comparison, and explainability for a marketing-automation system.
Salary regression
A dashboard and model comparison using historical Glassdoor salary estimates.
Named-entity recognition in Hinglish
A team course project on recognizing named entities in Hindi–English text with multilingual encoders.
CAMP: Campus asset management
A campus equipment-reservation app. I built staff APIs, integration tests, and client API utilities within a five-person team.
Community crime data analysis ↗
Regression analysis across 1,994 U.S. communities, evaluated on one holdout split, with an app for exploring the data.