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I am an Assistant Professor of Decisions, Operations and Technology Management at the UCLA Anderson School of Management. My primary research interest is in developing models that blend data analytics, optimization, and game theory, often to address issues in public policy.

Prior to joining UCLA, I received a PhD in Operations Research from the
University of California, Berkeley, an MASc in Industrial Engineering from the University of Toronto, and a BEng in Electrical Engineering from Dalhousie University, located in my hometown of Halifax, Canada.

Contact: auyon.siddiq@anderson.ucla.edu 
Location
Suite B-511, Leon and Toby Gold Hall
CV: [PDF]

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Research

Learning Hidden Action Principal-Agent Models.

with Nur Kaynar.

Major revision, Management Science. [SSRN]

Ride-hailing Platforms: Competition and Autonomous Vehicles.
with Terry Taylor.

Major revision, Manufacturing & Service Operations Management. [SSRN]

Data-Driven Incentive Design in the Medicare Shared Savings Program.
with Anil Aswani and Zuo-Jun (Max) Shen.
Operations Research, Vol 67, No 4: 1002--1026, 2019.  [
SSRN] [DOI]

Inverse Optimization with Noisy Data.
with Anil Aswani and Zuo-Jun (Max) Shen.
Operations Research, Vol. 66, No. 3: 870--892, 2018.  [
arXiv] [DOI]

Robust Defibrillator Deployment Under Cardiac Arrest Location Uncertainty via Row-and-Column Generation.
with Timothy C. Y. Chan and Zuo-Jun (Max) Shen.
Operations Research, Vol. 66, No. 2: 358--379, 2018.  [
arXiv] [DOI]

Modeling the Impact of Public Access Defibrillator Range on Cardiac Arrest Coverage.
with Steven C. Brooks and Timothy C. Y. Chan.
Resuscitation, Vol. 84, No. 7: 904--909, 2013.  [
DOI]

Teaching

Data and Decisions (MGMTFT 402), Full-Time MBA, Fall 2018 & 2019.
Optimization (MGMTMSA 403), Master of Science in Business Analytics, Fall 2019.