| CARVIEW |
Assistant Professor of Operations Research and Public Policy
Hello! I am an Assistant Professor of Public Policy and Operations Research at Carnegie Mellon University’s Heinz College. I am affiliated with the the CMU-NIST AI Measurement Science & Engineering Cooperative Research Center (AIMSEC) and Block Center for Technology and Society.
My research leverages optimization and machine learning to improve healthcare in both clinical and operational settings. I am particularly interested in the use of ML/OR to broaden healthcare access and improve patient outcomes, and the responsible development and deployment of such tools in practice. I am motivated by real-world problems identified with clinical collaborators, spanning oncology, transplantation, pediatric trauma, and COVID-19. My work involves methodological development and applied modeling to devise generalizable solutions to these problems.
I completed my PhD at the Operations Research Center at MIT, working with Professor Dimitris Bertsimas. I previously worked as an ML/OR researcher at Flatiron Health and Data Scientist at athenahealth.
- August 2025: Our pre-print, Data to Dose: Efficient Synthetic Data Generation with Expert Guidance for Personalized Dosing, joint work with Satyam Verma, Woody Zhu, and Sridhar Tayur, is now available on SSRN. Read more here!
- July 2025: Our paper, “Synergizing Artificial Intelligence and Operations Research: Perspectives from INFORMS Fellows on the Next Frontier,” is now available in the INFORMS Journal on Data Science.
- June 2025: Thrilled to announce the release of a new textbook, The Analytics Edge in Healthcare. More details available here.
- April 2025: The final report from the Computing Community Consortium (CCC) workshop series on AI/OR collaboration is now available: Making a Case for Research Collaborations Between Artificial Intelligence and Operations Research Expert. We also summarized the key recommendations in a one-pager available here.
- March 2025: As a member of the INFORMS AI Roadmap Committee, we recently authored an article in OR/MS today, A Prominent Role for INFORMS in the Age of AI.
- January 2025: Our pre-print Assortment Optimization for Patient-Provider Matching with Naveen Raman is available on arXiv!