Ilgin Dogan
(she/her) Assistant Professor of Technology & Operations Management INSEAD
About Me
I am an Assistant Professor of Technology and Operations Management at INSEAD.
Prior to joining INSEAD, I spent time in Silicon Valley working in the data science and advanced analytics teams at Meta and Apple.
I received my Ph.D. in Industrial Engineering and Operations Research from the University of California, Berkeley, where I was fortunate to be jointly advised by Zuo-Jun Max Shen and Anil Aswani. I hold B.S. and M.S. degrees in Industrial Engineering from the Middle East Technical University.
Research
My research designs stochastic data-driven models and computational algorithms for operations management (OM) involving sequentially interacting learning agents with information disparities, which manifest by limitations in data that is shared between parties. This work revitalizes classical OM theory for the age of learning algorithms, by drawing from a diverse spectrum of techniques in online sequential learning, statistical estimation, optimization, and principal-agent theory.
I am particularly interested in exploring applications in human-AI collaboration and (environmental) sustainability analytics. Moreover, my work holds wide practical relevance, extending to areas such as supply chain management and healthcare analytics.
Invited Talks & Conference Presentations
- November 2026, INFORMS Annual Meeting, San Francisco, CA, US.
- July 2026, Workshop on Information and Learning (WIL), Paris, France.
- October 2025, INFORMS Annual Meeting, Atlanta, GA, US.
- June 2025, European TOM Day Conference, London, UK.
- February 2025, European Technology & Operations Management Online Seminar Series, Virtual.
- December 2024, University of Portsmouth Business School, Virtual.
- March 2024, Middle East Technical University, Industrial Engineering Department, Virtual.
- October 2023, INFORMS Annual Meeting, Phoenix, AZ, US.
- May 2023, Annual POMS Conference, Orlando, FL, US.
- October 2022, INFORMS Annual Meeting, Indianapolis, IN, US.
- October 2021, INFORMS Annual Meeting, Anaheim, CA, US.
- November 2020, INFORMS Annual Meeting, Virtual.
- October 2019, INFORMS Annual Meeting, Seattle, WA, US.
- November 2018, INFORMS Annual Meeting, Phoenix, AZ, US.
- July 2017, 24th International Conference on Multiple Criteria Decision Making, Ottawa, Canada.