Lingzhe Guo

Data Scientist

Role
Quantitative Analytics Senior at Freddie Mac
Location
Washington, DC, US
LinkedIn followers
500 followers

About Lingzhe Guo

As a statistics Ph.D, data science professional, and subject matter expert, I can work on various aspects of projects, from modeling to prototyping, from development to production. I had experience with various data science tools like Python, R, MySQL, and am familiar with applying the machine learning algorithms like Decision trees, Gradient boosting, Random Forest, Neural Network, etc. With academic contributions in Change Point Analysis, Classification and Ranking Analysis, I am interested in new ideas and always prepared to be a fast learner to react quickly to new technologies.

Experience

  1. Quantitative Analytics Senior

    Freddie Mac

    Nov 2024 — Present

Education

  • The George Washington University

    Master's degree, Statistics

    2014 — 2016

  • The George Washington University

    Doctor of Philosophy - PhD, Statistics

    2016 — 2020

  • Chongqing University

    Bachelor's degree, Mathematics

    2010 — 2014

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