Szu Yu (Jemma) Chu

Data Scientist at Codeit Software by Digital Taxonomy
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Contact Information
us****@****om
(386) 825-5501
Location
London, England, United Kingdom, UK

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Credentials

  • Professional Scrum Master
    Scrum.org
    May, 2018
    - Nov, 2024
  • AWS Certified Solutions Architect - Associate
    Amazon Web Services (AWS)
    Feb, 2020
    - Nov, 2024
  • Google Analytics Individual Qualification
    Google
    Apr, 2019
    - Nov, 2024

Experience

  • codeit
    • United Kingdom
    • Market Research
    • 1 - 100 Employee
    • Data Scientist
      • Mar 2020 - Present

      * Loaded data from Azure to process 10+ years historical data and used multiprocessing to extract information from XML * Built Spark ETL pipeline to preprocess data and translated non-English text with AWS * Applied state of the art Transformer, Bert, and DNN to classify the text and compared the performance with baseline model * Optimized the unsupervised learning model to cluster text in surveys and boosted the performance * Loaded data from Azure to process 10+ years historical data and used multiprocessing to extract information from XML * Built Spark ETL pipeline to preprocess data and translated non-English text with AWS * Applied state of the art Transformer, Bert, and DNN to classify the text and compared the performance with baseline model * Optimized the unsupervised learning model to cluster text in surveys and boosted the performance

Education

  • Carnegie Mellon University - Heinz College of Information Systems and Public Policy
    Master's degree, MISM
    2017 - 2018

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