AI Enthusiast who loves soccer, hiphop and scuba diving. From deep learning researcher to MLOps engineer to full-stack developer.
Education
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M.S. in Industrial Engineering from Seoul National University, Datamining Lab Advisior: Sungzoon Cho.
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B.S. in Industrial Engineering from KAIST.
Work Experience
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CTO and Co-Founder, Harpy Chat, Mar. 2023 ~ Mar. 2024. Responsible for all the technology required for product development.
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MLOps Engineer, KRAFTON Inc., Jul. 2021 ~ Mar. 2023. Deployed an AI-powered text to speech live service.
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DL Platform Engineer, VUNO Inc., Apr. 2021 ~ Jun. 2021. Alternative military service. Dealing with MLOps.
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DL Researcher, VUNO Inc., Aug. 2018 ~ Apr. 2021. Alternative military service. Developed deep learning algorithms mainly in lesion detection in chest radiographs. Also tackled detecting coronary artery diseases for a while.
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Intern, Kiswe Mobile., May. 2016 ~ Aug. 2016. Developed a prototype to provide an interactive experience for users watching sports through the Kiswe Android mobile app.
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Freelancer, Mozzet, May. 2016 ~ Dec. 2016. Developed an automatic face beauty scoring model for mobile applications with deep learning.
Research Experience
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Industry Academic Cooperation, Samsung Electronics, Mar. 2017 ~ Dec. 2017. Developed an unsupervised anomaly detection algorithms for edge devices.
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Industry Academic Cooperation, LG Electronics, Jan. 2018 ~ Apr. 2018. Developed semi-supervised learning based air conditioning load prediction model.
In-Campus Activities
- President, Illusion(Hiphop dance crew) @ KAIST, Mar. 2012 ~ Dec. 2012.
- Team Welfare, Engineer Without Borders @ KAIST, Mar. 2014 ~ Feb. 2015. Visited Nepal Nangi village and developed smokeless stove.
- Exchange Student, Tsinghua University @ Beijing, Mar. 2015 ~ Aug. 2015.
Off-Campus Activities
- Marketer, Cledor Marketing Adventure 9th @ Binggrae, Jun. 2013 ~ Aug. 2013.
- Mentor, Volunteer @ STX, Oct. 2012 ~ Jan. 2014.
Awards
- 1st prize Undergraduate Contest, Korean Institute of Industrial Engineers(KIIE), Sep, 2015.
Skills
- Deep Learning: PyTorch
- Infra: Kubernetes, Terraform, GitHub Action
- Platform: AWS
- Frontend: React, Next.js
- Backend: FastAPI, Nest.js
- Languages: English(IBT 204, TEPS 874), Chinese(HSK 4), Korean(mother tongue)