I'm a second-year Master's student in Computer Science at Princeton University advised by Aleksandra Korolova, working in the Center for Information Technology Policy.
My research centers around the reliability, fairness, and privacy of AI systems. My goal is to evaluate their social impacts and improve their trustworthiness, drawing upon methods from measurement science, statistics, and machine learning. I hope my work can inform both technical and policy decisions, and it has been published in venues such as ACM FAccT and AIES.
I recently started a blog, Eclectic Notes on AI with Aleksandra Korolova. Check it out!
News
- [12/25] Our forthcoming paper, "Measuring Validity and Fairness in LLM-based Resume Screening was accepted to IASEAI '26!
- [12/25] Excited to receive a DDSS Grant from Princeton to support my research studying rideshare and delivery platforms alongside Professors Aleksandra Korolova and Jonathan Mayer!
- [09/25] Honored to be a 2026 Siebel Scholar! Thank you to my advisor, classmates, and professors at Princeton for your support.
- [09/25] Honored to be attending the 12th Heidelberg Laureate Forum!
- [08/25] Excited to be selected as a Graduate Fellow of Social Data Science for Fall 2025!
- [08/25] Looking forward to another semester as Head Teaching Assistant for COS350: Ethics of Computing with Aleksandra Korolova and Arvind Narayanan!
- [06/25] I'm attending FAccT '25 in Athens! I'll be presenting my paper Adultification Bias in LLMs & Text-to-Image Models.
- [03/25] I presented "Rethinking Math Benchmarks for LLMs using IRT" at the iRAISE Workshop @ AAAI in Philadelphia.
- [10/24] I presented "Why Am I Still Seeing This?" at AIES 2024 and Tech Policy: The Next Ten Years.
Publications
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Measuring Validity and Fairness in LLM-based Resume ScreeningInternational Association for Safe & Ethical AI (IASEAI), 2026. Paper forthcoming.
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Adultification Bias in LLMs and T2I ModelsACM Conference on Fairness, Accountability, and Transparency (FAccT '25), 2025. Paper
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Missing the Mark: Rethinking Math Benchmarks for LLMs using IRT
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Why Am I Still Seeing This: Measuring the Effectiveness of Ad Controls and Explanations in AI-Mediated Ad Targeting Systems7th AAAI Conference on AI, Ethics, and Society (AIES '24), 2024. Paper
Misc
Outside of graduate school, I enjoy spending time outside and playing sports. I was a member of the inaugural Varsity Women's Rugby team at Princeton and was selected to the National Intercollegiate Rugby All-Academic team in 2023.
I'm always happy to discuss research ideas or talk to students thinking about applying to graduate school.