Jie Wen Hu

Sample

Staff Data Scientist at TSMC | ex-Huawei

TSMC
Hong Kong · HKT (UTC+8)
10+ years experience
Vietnam National University
English, Cantonese
Messaging unavailable

Overview

I've spent 10 years on NLP - first at Samsung Electronics, now at TSMC. Taught SQL to 59 non-analysts. Built the language models now used in 3 product decisions a quarter. Before that: Huawei and Samsung Electronics. Learning Japanese, slowly.

Good reasons to reach out
  • Questions about NLP
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  • Unpaid work or spec projects
  • Data broker offers

Slower in the last week of each quarter

Skills
Pythoninformation retrievalPyTorchtransformersevaluation

Experience

  1. Staff Data Scientist
    Dec 2022 - Present
    TSMC · 3 yr 10 mo · Full-time · Hong Kong
    • Replaced 101 hand-built dashboards with one metrics layer people trust.
    • Wrote the metric definitions the leadership team reviews every week.
    • Built the language models now used in 5 product decisions a quarter.
  2. Data Scientist
    Feb 2019 - Dec 2022
    Huawei · 3 yr 10 mo · Full-time · Hong Kong
    • Taught SQL to 172 non-analysts.
    • Replaced 70 hand-built dashboards with one metrics layer people trust.
  3. Data Analyst
    Oct 2016 - Feb 2019
    Samsung Electronics · 2 yr 4 mo · Full-time · Hong Kong
    • Replaced 61 hand-built dashboards with one metrics layer people trust.
    • Taught SQL to 149 non-analysts.

Projects

NLP benchmark
2023

Reproducible benchmarks comparing information retrieval and transformers on real workloads.

References

No references yet.

Education

  1. Vietnam National University
    BSc, Mathematics
    2012 - 2016

Details

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