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About Me

I am a fifth-year Ph.D. candidate in the Department of Industrial Engineering and Operations Research at the University of California, Berkeley, co-advised by Prof. Zuo-Jun (Max) Shen and Prof. Mariana Olvera-Cravioto. I am currently on the academic job market.

During my Ph.D., I spent two summers at IBM Thomas J. Watson Research Center. I received the 2019 IBM PhD Fellowship (16 total worldwide).

My research interests include:

  • Stochastic modeling and data-driven decision making, with applications to the sharing economy and supply chain management
  • Machine learning, with a focus on recommendation systems and revenue management
  • Applied probability and networks

I will be presenting the following three papers at the upcoming 2019 INFORMS Annual Meeting:

  • Sequential Choice Bandits: Learning with Marketing Fatigue.
    MA19, Monday, October 21, 8:00 am - 9:30 am, second talk, CC- Room 307
  • Last-Mile Shared Delivery: A Discrete Sequential Packing Approach.
    MB26, Monday, October 21, 11:00 am - 12:30 pm, fifth talk, CC-Room 4C-1
    TE18, Tuesday, October 22, 4:35 pm - 6:05 pm, first talk, CC- Room 306
  • Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem.
    TE53, Tuesday, October 22, 4:35 pm - 6:05 pm, fourth talk, CC- Skagit 2

Contact: jycao AT berkeley.edu