Mengtian Guo

Research Assistant at University of North Carolina at Chapel Hill
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Contact Information
us****@****om
(386) 825-5501
Location
Carrboro, North Carolina, United States, US

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Bio

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Experience

  • University of North Carolina at Chapel Hill
    • United States
    • Higher Education
    • 700 & Above Employee
    • Research Assistant
      • Jul 2020 - Present

  • Amazon
    • United States
    • Software Development
    • 700 & Above Employee
    • Applied Scientist
      • May 2023 - Aug 2023

      Improve semantic matching model performance on search queries with constraints through query rephrasing. Improve semantic matching model performance on search queries with constraints through query rephrasing.

  • Amazon
    • United States
    • Software Development
    • 700 & Above Employee
    • Applied Scientist
      • May 2022 - Aug 2022

      Joined the Global Search Quality (GSQ) team to work on improving search models through data augmentation methods. Joined the Global Search Quality (GSQ) team to work on improving search models through data augmentation methods.

  • Forseer Group
    • Research Assistant
      • Mar 2019 - May 2020

      Previous project: An Empirical Study on Explainable Prediction of Text Complexity Current project: An interactive search framework for COVID-19 literature Previous project: An Empirical Study on Explainable Prediction of Text Complexity Current project: An interactive search framework for COVID-19 literature

  • University of Michigan, College of Pharmacy
    • Research And Development Assistant
      • Jul 2019 - Apr 2020

      Develop knowledge objects as google functions using Javascript to provide medical suggestion to both patients and medical workers based on patient’s medical data and develop user interface for easy use of the function. Develop knowledge objects as google functions using Javascript to provide medical suggestion to both patients and medical workers based on patient’s medical data and develop user interface for easy use of the function.

Education

  • University of North Carolina at Chapel Hill
    Doctor of Philosophy - PhD, Library and Information Science
    2020 - 2025
  • Shanghai Jiao Tong University
    Bachelor of Science - BS, Computer Engineering
    2016 - 2020
  • University of Michigan
    Bachelor's degree, Data science
    2016 - 2020

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