Resume
Academic Achievements
- Paper 'Measuring and Mitigating Racial Disparities in Tax Audits' forthcoming in the Quarterly Journal of Economics (February 2025); found Black taxpayers are audited at 2.9–4.7 times the rate of non-Black taxpayers.
- Working paper 'Measuring Fairness in the U.S. Mortgage Market' released with an interactive online dashboard for exploring fairness trends.
- Paper 'Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features' accepted to IEEE SaTML 2024.
- Paper 'Optimal Data Acquisition with Privacy-Aware Agents' received Best Paper Award at IEEE SaTML 2023.
- Published multiple works on algorithmic fairness, monotone ecological inference, and unsupervised learning in mortgage data in venues including EC Frontiers of Online Advertising Workshop and IEEE SaTML.
- Research widely covered by media and policymakers, including The New York Times, NPR, U.S. House Ways & Means Committee, Senate Finance Committee, and referenced in communications to the White House and Supreme Court.