Yuki Goto
SHead 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
- Head of DataNov 2022 - PresentNectar 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%.
- Data AnalystAug 2020 - Nov 2022SoftBank · 2 yr 3 mo · Full-time · Tokyo, Japan
- Taught SQL to 132 non-analysts.
- Moved the homepage from rules to a learned ranker.
- Data AnalystMar 2017 - Aug 2020HSBC · 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%.
- Data AnalystMar 2014 - Nov 2016Meta · 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%.
- Data AnalystSep 2011 - Mar 2014LG 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
- Vietnam National UniversityBSc, Physics2004 - 2008
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