Yoshi Qi

Data Analyst at CoHome
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Contact Information
us****@****om
(386) 825-5501
Location
United States, US

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Credentials

  • Core IRB Training
    CITI Program
    Sep, 2021
    - Nov, 2024

Experience

  • CoHome
    • United States
    • Real Estate
    • 1 - 100 Employee
    • Data Analyst
      • Aug 2022 - Present

      • Developed pricing strategy of real estate rentals using machine learning method: developed web-scraping programs to pull data of property attributes such as amenities, ratings, and locations from various rental websites using Python; automated data cleaning and loading pipelines for scrapped data; built machine learning models (KNN, Random Forest and Boosting) to predict real estate rentals prices; Evaluated and selected the models and get MSE of 0.36 • Created dashboard visualization and monitored KPIs such as occupancy rate and conversion rate; increased booking rate by 6% and pricing efficiency by 80% Show less

Education

  • University of Illinois Urbana-Champaign
    Master of Science - MS, Statistics
    2019 - 2021
  • Fu Jen Catholic University
    Bachelor of Science - BS, Psychology
    2015 - 2019

Community

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