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Hedy (Shenghui) Hu

Hedy (Shenghui) Hu

Statistician

Followers of Hedy (Shenghui) Hu452 followers
location of Hedy (Shenghui) HuKowloon, Hong Kong SAR

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  • Timeline

  • About me

    data science expert with extensive management experience and a passion for continuous learning.

  • Education

    • Shanghai University of Finance and Economics

      2005 - 2009
      Bachelor of Business Administration (BBA) Accounting

    • Georgia State University - J. Mack Robinson College of Business

      2010 - 2012
      Master of Science in Managerial Sciences Business Analysis

      2010.08 ~ 2012.12 Graduate Research Assistant2011.06 ~ 2012.12 Graduate Teaching Assistant

    • University of Illinois at Urbana-Champaign

      2009 - 2010
      Master of Science in Accountancy Accounting

  • Experience

    • IMS Health

      Jun 2013 - Mar 2015
      Statistician

      market trend projection, sales analysis by product, outlier detection & handling and sample design.

    • Yirendai

      Mar 2015 - Sept 2017
      Data Analysis Supervisor

      anti-fraud strategy & modeling in Credit Tech

    • 京东数科

      Sept 2017 - Aug 2018
      Decision Support Analyst

      anti-fraud strategy & modeling in Digital Payment

    • Yirendai

      Aug 2018 - Sept 2019
      Senior Data Research Engineer

      NLP modeling for intelligent telemarketing robot

    • 北京环球度假区

      Jan 2020 - Aug 2024
      Manager, Data Science, Marketing and Sales

      Led DS team to formulate personalization strategy, apply recommendation algorithms (e.g. ALS, XGB, LSTM), and implement tactical adjustments to meet product dynamics.Led BI team to create automated web scrapping crontab, in-house data service API, ML visualization micro web & NLP embedded desktop application for non-technical end users.

    • City University of Hong Kong

      Sept 2024 - now
      Doctoral Student, Department of Information Systems

      Back to school !

  • Licenses & Certifications

    • Natural Language Processing with Classification and Vector Spaces

      Coursera
      Jun 2020
      View certificate certificate

    • Certified Financial Risk Manager (FRM)

      Global Association of Risk Professionals (GARP)
      Sept 2022
      View certificate certificate

    • End-to-End Machine Learning with TensorFlow on GCP

      Coursera
      May 2019
      View certificate certificate

    • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

      Coursera
      Dec 2018
      View certificate certificate

    • SAS Certified Base Programmer for SAS 9

      赛仕软件
      Jun 2013
      View certificate certificate

    • Structuring Machine Learning Projects

      Coursera
      Mar 2019
      View certificate certificate

    • Neural Networks and Deep Learning

      Coursera
      Sept 2018
      View certificate certificate

    • Recommendation Systems with TensorFlow on GCP

      Coursera
      Jul 2019
      View certificate certificate

    • Sequence Models for Time Series and Natural Language Processing

      Coursera
      Feb 2020
      View certificate certificate

    • Project Management Professional (PMP)

      Project Management Institute
      Jun 2023
      View certificate certificate

  • Volunteer Experience

    • Volunteer

      Issued by Junior Achievement China on Mar 2008
      Junior Achievement ChinaAssociated with Hedy (Shenghui) Hu