Seung Kim
AI Site Reliability Engineer (SRE) at Upstage
Incheon, South Korea
Summary
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Top SchoolSeung Kim is an AI Site Reliability Engineer with 8 years of experience building and operating cloud-native and on-prem AI infrastructure across AWS, Naver Cloud, and private Kubernetes networks. He specializes in MLOps, DevOps, and SRE for production ML systems—deploying LLMs, RAG solutions, and optimizing on-device ML like Solar Pro on Intel Gaudi3—while owning CI/CD, monitoring, and secrets workflows. He has hands-on experience integrating tooling such as Argo, Flyte, Prometheus/Grafana, Harbor, and Infisical, and has automated complex workflows for quant trading and ETL. Beyond engineering, Seung has taught DevOps and full-stack bootcamps, authored practical CI/CD and GitHub-focused courses, and served as a technical assistant collaborating directly with clients on private-network deployments. Based in Incheon, South Korea, he combines product-minded delivery with deep operational know-how and a knack for making ML systems reproducible and maintainable in constrained enterprise environments.
7 years of coding experience
3 years of employment as a software developer
Bachelor's degree, Software Venture, Bachelor's degree, Software Venture at 고려대학교Bachelor's degree, English Language and Literature, Bachelor's degree, English Language and Literature at Korea University
Github Skills (25)
translation7
keras7
nlp5
natural-language-processing5
deep-learning5
javascript4
typescript4
react4
openstack3
python3
opendev3
snorkel2
data-infrastructure2
data-science2
kotlin2
Programming languages (7)
Github contributions (5)
RyanKor/react-js-for-bootcamp
Feb 2020 - Dec 2020
3주 안에 공부하는 Udemy & "리액트를 다루는 기술" 리액트 부트캠프 준비
Contributions:24 reviews, 89 PRs, 98 pushes in 10 months
kotlinreact
RyanKor/lightwell
Nov 2020 - Dec 2020
Contributions:24 reviews, 48 PRs, 60 pushes in 12 days
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