Seongho Bae
Senior Data Analyst
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolSeongho Bae is a Senior Data Analyst and PsyD candidate specializing in applied psychological measurement, with 11 years of experience building AI-driven systems that translate human behavior into actionable insights. Based in Seoul, he has led end-to-end development of VOC automation and Korea’s first LLM-backed product at HYOSUNG ITX, securing B2B contracts through proof-of-concept delivery. His background blends psychometrics and engineering—from IRT calibration scripts in R and speech-to-text scoring for English learners to Kubernetes scaling and SRE practices—enabling robust, scalable analytics pipelines. He also designs cost-effective customer data platforms and has a track record in product management and recruitment grounded in personnel psychology. Unusually, he moves fluidly between teaching social-science statistics and shipping production AI products, making him adept at translating academic rigor into business impact.
11 years of coding experience
3 years of employment as a software developer
심리학석사, 산업심리학, 심리학석사, 산업심리학 at 광운대학교 / Kwangwoon University박사, Industrial and Organizational Psychology, 박사, Industrial and Organizational Psychology at 광운대학교경영학사, 벤처비즈니스전공, 경영학사, 벤처비즈니스전공 at 호서대학교
English, Japanese, Korean, Chinese
Github Skills (200)
factor-analysis10
rsync10
cloud-platform10
disposable10
dovecot10
api10
aggregates10
text-generation10
imap10
workflow-automation10
azure-openai10
brms10
multidimensional10
rclone10
multilevel10
Programming languages (17)
Github contributions (5)
seonghobae/k.aefa
Dec 2015 - Sep 2017
Contributions:607 pushes, 1 branch, 16 comments in 1 year 9 months
seonghobae/opencpu-psychometrics
Sep 2021 - Jul 2024
The unofficial fork of opencpu-server with Pre-installed Psychometrics libraries in R
Contributions:12 releases, 20 PRs, 135 pushes in 2 years 10 months
opencpupsychometricsrrestapi
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