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Shu T.

Shu T.

Followers of Shu T.588 followers
location of Shu T.Greater Seattle Area

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  • Timeline

  • About me

    Machine learning @Amazon

  • Education

    • Huazhong University of Science and Technology

      -
      Bachelor's degree Automation

    • Lehigh University

      -
      Doctor of Philosophy (PhD) Industrial and Systems Engineering

  • Experience

    • Lehigh University

      Aug 2013 - Jun 2018

      Developed multi-stage stochastic optimization models for capacity expansion problems, and built reinforcement learning models to solve them

      • Research Assistant

        Feb 2015 - Jun 2018

      • Teaching Assistant

        Aug 2013 - Jan 2015

    • Argonne National Laboratory

      Jun 2017 - Jan 2018
      Research Associate Intern

      Optimization and machine learning

    • Ford Motor Company

      Jun 2018 - Aug 2020
      Operations Research Data Scientist

      Operation Research Data Scientist at Ford GDIA (Global data insights analytics). Using optimization techniques to solve vehicle routing problem, and applying machine learning methods to improve fleet customers experience.

    • Amazon

      Aug 2020 - now
      Data Scientist

      -Supply Chain: demand forecasting, labor planning and delivery accuracy prediction-Ads: Ads ranking and allocation

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Shu T.
      Rossin College of Engineering and Applied Science (RCEAS) Dean’s Fellowship - 2017
    • Awarded to Shu T.
      Gotshall Fellowship Lehigh University Sep 2016
    • Awarded to Shu T.
      Excellent Student of HUST HUST Dec 2012 Awarded to top 1%
    • Awarded to Shu T.
      National Scholarship Ministry of Education of China Oct 2010 Two times, awarded to top 1%

  • Volunteer Experience

    • MOPTA Conference

      Issued by Lehigh University on Jun 2014
      Lehigh UniversityAssociated with Shu T.

    • Student Monitor

      Issued by INFORMS on Nov 2015
      INFORMSAssociated with Shu T.

    • Student Monitor

      Issued by INFORMS on Nov 2016
      INFORMSAssociated with Shu T.