Yuki Goto

S

Head of Data, Nectar Works - embeddings · ranking · Spark

Nectar Works
Tokyo, Japan · JST (UTC+9)
15+ years experience
Vietnam National University
English, Japanese
Messaging unavailable

Overview

Based in Tokyo. I lead recommendation systems at Nectar Works. Shipped a ranking change that increased conversion 9.7%. Built the recommendations models now used in 7 product decisions a quarter. Before that: SoftBank and HSBC. Most at home with Spark and ranking.

Good reasons to reach out
  • Second opinions on recommender systems decisions
  • Questions about recommendation systems
Please don't message about
  • SEO and link-building offers
  • Offshore staffing offers
  • Survey or panel invitations

Travels often; replies within 48 hours

Skills
PyTorchrankingembeddingsrecommender systemsSparkPython

Experience

  1. Head of Data
    Nov 2022 - Present
    Nectar Works · 3 yr 11 mo · Full-time · Tokyo, Japan
    • Moved the homepage from rules to a learned ranker.
    • Taught SQL to 36 non-analysts.
    • Shipped a ranking change that increased conversion 9.8%.
  2. Data Analyst
    Aug 2020 - Nov 2022
    SoftBank · 2 yr 3 mo · Full-time · Tokyo, Japan
    • Taught SQL to 132 non-analysts.
    • Moved the homepage from rules to a learned ranker.
  3. Data Analyst
    Mar 2017 - Aug 2020
    HSBC · 3 yr 5 mo · Full-time · Tokyo, Japan
    • Replaced 92 hand-built dashboards with one metrics layer people trust.
    • Shipped a ranking change that increased conversion 3.9%.
  4. Data Analyst
    Mar 2014 - Nov 2016
    Meta · 2 yr 8 mo · Full-time · Tokyo, Japan
    • Moved the homepage from rules to a learned ranker.
    • Shipped a ranking change that increased conversion 8.6%.
  5. Data Analyst
    Sep 2011 - Mar 2014
    LG Electronics · 2 yr 6 mo · Full-time · Tokyo, Japan
    • Wrote the metric definitions the leadership team reviews every week.
    • Moved the homepage from rules to a learned ranker.

References

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Education

  1. Vietnam National University
    BSc, Physics
    2004 - 2008

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