Agus Othman

S

Senior Data Scientist at Harvest Mobility · Python, embeddings

Harvest Mobility
Jakarta, Indonesia · WIB (UTC+7)
10+ years experience
INSEAD Singapore
English, Bahasa Indonesia
Messaging unavailable

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

  1. Senior Data Scientist
    Jul 2022 - Present
    Harvest 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.
  2. Data Analyst
    Oct 2020 - Jul 2022
    VNG · 1 yr 9 mo · Full-time · Jakarta, Indonesia
    • Replaced 105 hand-built dashboards with one metrics layer people trust.
  3. Data Scientist
    Feb 2019 - Oct 2020
    Bank 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.
  4. Data Analyst
    Sep 2016 - Jan 2019
    Kakao · 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

  1. INSEAD Singapore
    MBA, Business Administration
    2018 - 2020
  2. Nanyang Technological University
    BEng, Computer Science
    2011 - 2015

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