Experience

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  Sun yat-sen university - lingnan (university) college

  Oct 2016 - Mar 2017

  Research assistant

  • Collected and clean data from 640 TV episodes of a job-hunting reality show with 30,000+ rows using advanced Excel skills.• Assisted in building social science database on enterprises’ hiring and candidates’ performance using Excel and Stata.• Conducted causal analysis using Stata to analyze the relationship between the degree of regional affluence and employment performance using data on a 10k scale.

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  Aia

  Aug 2017 - Dec 2017

  Data analyst intern

  • Improved the business operation efficiency via identifying key factors of employee productivity decrease by analyzing employee productivity data collected from over 3K employees in Excel using pivot table and V look-up functions; the final deliverable was highly recognized by management and was adopted in decision making.• Enhanced the client feedback system by revising the email template with more customization utilizing client’s data, boosted feedback reply rate by 40%.• Executed monthly productivity report, actively communicated and maintained the relationship with clients across multiple Asia countries, to assure the quality of the service delivered and proactively identify potential risks. Show less

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  Walgreens

  Jan 2020 - Nov 2020

  Business analyst, new service development
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  Flywheel

  Jan 2021 - now

  • Head of Frontier Marketplace Solution

    Jun 2023 - now

  • Senior Data Analyst

    Apr 2022 - May 2023

  • Data Analyst

    Jan 2021 - Mar 2022