Seungwoo Han
SStaff Data Engineer, Mill Bio - Python · Kafka · Spark
- Mill Bio
- Seoul, South Korea · KST (UTC+9)
- 13+ years experience
- HKUST
- English, Korean, Mandarin
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Overview
13 years in software engineering, the last 4 at Mill Bio, where I work on the data platform team. Brought on-call pages for data platform down from 25 a week to 2. Cut p99 latency on the data platform services from 867ms to 53ms. Most at home with Spark and CSS.
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- Speaking or podcast invitations
- Thoughtful intros to people in my field
- Questions about demand forecasting
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- Agency or outsourcing pitches
- Crypto token projects
Skills
SparkAirflowPythonKafkaCSS
Experience
- Staff Data EngineerMay 2022 - PresentMill Bio · 4 yr 5 mo · Full-time · Seoul, South Korea
- Replaced 95 hand-built dashboards with one metrics layer people trust.
- Taught SQL to 44 non-analysts.
- Reduced stock-outs by 35% in the first season.
- Engineering ManagerMar 2020 - May 2022PropertyGuru · 2 yr 2 mo · Full-time · Seoul, South Korea
- Mentored 13 engineers through their first promotion.
- Shipped a rewrite that took build times from 29 minutes to under 2.
- Data EngineerAug 2018 - Mar 2020Coupang · 1 yr 7 mo · Full-time · Seoul, South Korea
- Reduced stock-outs by 40% in the first season.
- Cut forecast error from 19% to 10% across 324 SKUs.
- Data EngineerJan 2015 - Aug 2018SoftBank · 3 yr 7 mo · Full-time · Seoul, South Korea
- Replaced 76 hand-built dashboards with one metrics layer people trust.
- Data EngineerOct 2013 - Jan 2015Tokopedia · 1 yr 3 mo · Full-time · Seoul, South Korea
- Reduced stock-outs by 36% in the first season.
References
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Education
- HKUSTBEng, Computer Science2008 - 2012
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