April Liu, PhD, CFA

April Liu, PhD, CFA

Lecturer

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  • Timeline

  • About me

    Senior Data Scientist || ML/AI

  • Education

    • Huazhong University of Science and Technology

      -
      B.A. in Economics B.S. in Mathematics
    • The University of Western Ontario

      2006 - 2012
      Doctor of Philosophy (Ph.D.) Economics

      Research Area: Financial Econometrics, Time Series Analysis, Quantitative Finance

    • Georgia Institute of Technology

      2023 - 2026
      Master of Science - MS Computer Science 4.0
  • Experience

    • Western University

      Jan 2011 - Dec 2011
      Lecturer

      teach undergraduate economic courses as a part-time lecturer

    • BMO Financial Group

      Apr 2012 - Sept 2021
      • Senior Manager, Credit Risk Model Validation

        Jul 2018 - Sept 2021
      • Senior Quantitative Analyst

        Jan 2014 - Jul 2018
      • Quantitative Analyst

        Apr 2012 - Dec 2013
    • NielsenIQ

      Sept 2021 - Apr 2023
      Senior Data Scientist
    • Tiger Analytics

      Jul 2023 - now
      Senior Data Scientist

      Developing and deploying machine learning models for demand forecasting (size profiles) using tree-based ensemble methods and clustering techniques

  • Licenses & Certifications

    • Chartered Financial Analyst (CFA)

      CFA Institute
    • Qishi Natural Language Processing Certificate

      Qishi Career Path Club
      Jul 2020
      View certificate certificate
    • Deep learning

      Coursera
      View certificate certificate