I am an Associate Professor at the MIT Sloan Applied Economics Group and a Faculty Research Fellow at the National Bureau of Economic Research. Prior to joining MIT Sloan, I was a Postdoctoral Researcher at Microsoft Research. I received my PhD in economics from MIT in 2020.
I work in the field of empirical industrial organization. My research focuses on firm productivity, use of digital technologies by firms, antitrust, and productivity effects of generative AI. You can find my CV here.
Working Papers
Published and Accepted Papers
-
Data, Privacy Laws and Firm Production: Evidence from GDPR
Conditionally accepted, Journal of Political Economy, 2026
-
The Emerging Market for Intelligence: How Firms Buy and Sell AI
Journal of Economic Perspectives, 2026
-
Production Function Estimation with Factor-Augmenting Technology: An Application to Markups
Econometrica, 2026 (forthcoming)
-
Do Mergers and Acquisitions Improve Efficiency: Evidence from Power Plants
Journal of Political Economy, 2026
-
Management Science, 2026
-
Econometrica, 2025
-
The Intended and Unintended Consequences of Privacy Regulation for Consumer Marketing
Marketing Science, 2025
-
Drug Rebates and Formulary Design: Evidence from Statins on Medicare Part D
Conditionally accepted, Journal of Political Economy: Microeconomics, 2024
-
Semi-Parametric Efficient Policy Learning with Continuous Actions
Advances in Neural Information Processing Systems (NeurIPS), 2019
-
Double/Debiased Machine Learning for Treatment and Structural Parameters
The Econometrics Journal, 2018
-
Estimating Global Bank Network Connectedness
Journal of Applied Econometrics, 2018
-
Double/Debiased/Neyman Machine Learning of Treatment Effects
American Economic Review: Papers & Proceedings, 2017
Work in Progress
-
How On-Demand Inputs Change Firm Production and Business Dynamism: The Case of Cloud Computing
-
Datacenter Entry and Congestion in the US Electricity Markets
-
Federated Learning and Privacy Protection
Other Writing/Short Papers
-
Comment on “Mind the Gap: AI Adoption in Europe and the US”
Brookings Papers on Economic Activity, 2026 (forthcoming)
-
Econometrica, 2025
-
The Emerging Market for Intelligence: Pricing, Supply, and Demand for LLMs
-
How AI-Powered Software Development May Affect Labor Markets
Brookings series on The Economics and Regulation of Artificial Intelligence and Emerging Technologies, 2023
-
The Impact of AI on Developer Productivity: Evidence from GitHub Copilot