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.
Published and under Review
Disclosing Low Product Availability: An Online Retailer's Strategy for Mitigating Stockout Risk, Major Revision at Management Science (with B. Knight).
Featured in Harvard Business Review (digital article)
INFORMS Behavioral Operations Management Best Working Paper Competition 2022, Finalist
Personalized Retail Promotions through a DAG-based Representation of Customer Preferences, Published at Operations Research (with S. Jagabathula and G. Vulcano).
Demand Estimation under Uncertain Consideration Sets, Major Revision at Operations Research (with S. Jagabathula and G. Vulcano).
Job Market Paper
MSOM Student Paper Competition 2019, 2nd prize
INFORMS Service Science Best Student Paper Award 2019, Finalist
Myopic Price Promotions in IPOs: Evidence from Ride-Hailing Platforms, submitted (with A. Borah and M. Cohen).
The Impact of the Opportunity Zone Program on the Residential Real Estate Market. submitted (with R. Bekkerman, M. Cohen, X. Liu, and J. Maiden).
Customers' Multi-homing in Ride-Hailing: Evidence from a Structural model, working paper (with S. Chitla, M. Cohen, and S. Jagabathula).
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.
Operations Management (Undergraduate), NYU Stern, 2018.
Faculty Evaluation: 4.3/5
Decision Models & Analytics (MBA), Instructor: Prof. Gustavo Vulcano, Winter 2018-19
Operations Management (MBA), Instructor: Prof. Victor Araman, Summer 2018
Operations Management (MBA), Instructor: Prof. Victor Araman, Summer 2017
Decision Under Risk (Global Degree Program), Instructor: Prof. Gustavo Vulcano, Fall 2016-17
Decision Models & Analytics (Undergraduate), Instructor: Prof. Ilan Lobel, Spring 2015-16
Decision Models & Analytics (MBA), Instructor: Prof. Ilan Lobel, Spring 2015-16
Operations Management (Undergraduate), Instructor: Prof. Michael Pinedo, Fall 2015-16
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