I am an Assistant Professor of Business Analytics at Carroll School of Management, Boston College. I received my PhD in Operations Management at NYU Stern School of Business. My research interests fall into the intersection of data-driven operations, machine learning, and decision analytics, with applications in car-sharing, ride-hailing, and retail industries. More broadly, I strive to develop methodologies by combining data analytics with mathematical modeling which could lead companies to make effective operational decisions. In my work, I have used tools from data-driven optimization, choice modeling, machine learning, econometrics, and Bayesian inference. Overall, my research can be divided into two main topics: data-driven problems with choice models and operations in ride-hailing.

Research

Accepted and under Review

Personalized Retail Promotions through a DAG-based Representation of Customer Preferences, Accepted at Operations Research (with S. Jagabathula and G. Vulcano).

Demand Estimation under Uncertain Consideration Sets, submitted (with S. Jagabathula and G. Vulcano).

• Job Market Paper

• MSOM Student Paper Competition 2019, 2nd prize

• INFORMS Service Science Best Student Paper Award, Finalist

Lyft and Uber IPOs: Before and After, submitted (with M. Cohen).

The Impact of the Opportunity Zone Program on the Residential Real Estate Market. submitted (with R. Bekkerman, M. Cohen, and J. Maiden).

Media coverage: The Conversation, Propmodo, EjePrime (in Spanish)

Disclosing Low Product Availability: An Online Retailer's Strategy for Mitigating Stockout Risk, submitted (with B. Knight).

• Featured in Harvard Business Review (digital article)

Working Papers

Customers' Multi-homing in Ride-Hailing: Evidence from a Structural model, working paper (with S. Chitla, M. Cohen, and S. Jagabathula).

Managerial Articles

Why You Should Warn Customers When You’re Running Low on Stock (with B. Knight), Harvard Business Review, Digital Article, September 2022.

U.S. Opportunity Zones Use Tax Breaks for Developers to Help Poor Neighborhoods -- But Are They Choosing Wisely? (with R. Bekkerman, M. Cohen, and J. Maiden) Published in The Conversation, National Post, and Yahoo News, 2021.

Selected Awards

• MSOM Student Paper Competition, 2nd prize, 2019

• INFORMS Service Science Best Student Paper Award, Finalist, 2019

• W. Edwards Deming Doctoral Fellowship, Stern School of Business, NY, 2018-19

• Doctoral Scholarship, Stern School of Business, NY, 2014-19