Agus Othman
SSenior Data Scientist at Harvest Mobility · Python, embeddings
- Harvest Mobility
- Jakarta, Indonesia · WIB (UTC+7)
- 10+ years experience
- INSEAD Singapore
- English, Bahasa Indonesia
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Overview
Based in Jakarta. I work on recommendation systems at Harvest Mobility. Built the recommendations models now used in 4 product decisions a quarter. I tinker with 3D printers.
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- Speaking or podcast invitations
- Second opinions on embeddings decisions
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- Agency or outsourcing pitches
- Unpaid work or spec projects
Skills
PythonPyTorchSparkrecommender systemsrankingembeddings
Experience
- Senior Data ScientistJul 2022 - PresentHarvest Mobility · 4 yr 3 mo · Full-time · Jakarta, Indonesia
- Shipped a ranking change that increased conversion 5.3%.
- Built the recommendations models now used in 8 product decisions a quarter.
- Data AnalystOct 2020 - Jul 2022VNG · 1 yr 9 mo · Full-time · Jakarta, Indonesia
- Replaced 105 hand-built dashboards with one metrics layer people trust.
- Data ScientistFeb 2019 - Oct 2020Bank Central Asia · 1 yr 8 mo · Full-time · Jakarta, Indonesia
- Wrote the metric definitions the leadership team reviews every week.
- Moved the homepage from rules to a learned ranker.
- Data AnalystSep 2016 - Jan 2019Kakao · 2 yr 4 mo · Full-time · Jakarta, Indonesia
- Moved the homepage from rules to a learned ranker.
- Wrote the metric definitions the leadership team reviews every week.
References
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Education
- INSEAD SingaporeMBA, Business Administration2018 - 2020
- Nanyang Technological UniversityBEng, Computer Science2011 - 2015
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