Charmaine Li Zhou

S

Data Analyst at VNG · Experimentation · Python, A/B testing

VNG
Singapore · SGT (UTC+8)
1+ years experience
UNSW Sydney
English, Mandarin
Messaging unavailable

Overview

I work on experimentation at VNG in Singapore. Cut the time to a trustworthy experiment readout from 4 weeks to 4 days. Ran 224 experiments last year and made the readouts self-serve. Most at home with CUPED and Bayesian statistics. Big believer in written communication.

Good reasons to reach out
  • Questions about experimentation
  • Speaking or podcast invitations
  • Thoughtful intros to people in my field
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  • Unpaid work or spec projects
  • SEO and link-building offers

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Skills
causal inferenceSQLPythonCUPEDBayesian statisticsA/B testing

Experience

  1. Data Analyst
    Oct 2025 - Present
    VNG · 1 yr · Full-time · Singapore
    • Replaced 34 hand-built dashboards with one metrics layer people trust.
    • Ran 94 experiments last year and made the readouts self-serve.

References

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Education

  1. UNSW Sydney
    BEng, Statistics
    2021 - 2025

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