I have worked as a MLOps Engineer for 2 years and participated in ML and data process automation projects.
My current team manages on-premise and EKS Kubernetes clusters to control GPU servers and system monitoring.
My primary role is to abstract Flyte and Argo workflow SDK and CLI for AI researchers, which is wrapping resource
control methods and build Gitops process for a docker containers.
The second is to deploy monitoring system to catch real-time notification with Uptime-Kuma, Ops-genie, Grafana,
Prometheus, and EFK.
I excel in communication skills to address infrastructure-related issues for AI research engineers, and my
troubleshooting and quick problem-solving abilities are outstanding.
2. Professional Experience
2.1 QRAFT TECHNOLOGIES
MLOps Engineer, Full time, Seoul, Korea | AI Fintech Startup | Apr. 2022 โ
Automate ML & data process projects with Flyte and Argo Workflow, and build custom SDK and CLI for researchers.
Deploy notification apps for on-call and resource monitoring with Grafana, Ops-genie, EFK, and Uptime-Kuma on EKS.
Treat on-premise cluster troubleshooting and recover system errors.
2.2 GENESIS LAB
Applicant AI Developer, Intern, Seoul, Korea | Interactive AI Product Startup | Jan. 2022 โ Apr. 2023
Manage video meeting data platform frontend, ViewInter, based on React.js.
Deploy new functions for data labeling in ViewInter with Java Spring.
2.3 LIKELION
Web Programming Instructor, Full Time HCMC, Vietnam | Edu-Tech Startup | Nov. 2019 โ Jan. 2021
Make entire web bootcamp curriculum and do lecture for Korean and Vietnames based on Python, JS, Django,
Node.js, React.js every 12 weeks, participated in five times.
Student code review based on Github.
3. Education
3.1 Korea University | B.S, Engineering. Seoul, Korea | Sep. 2018 โ Aug. 2021
Nominated student for startup camp program to HongKong, ShenZen, and Silicon Valley.
Provided OS, algorithms, and software engineering courses
Worked web developer intern in student startup
3.2 Korea University | B.S., English Language and Literature Department Seoul, Korea | Mar. 2013 โ Aug. 2021
Learned British & American cultures from english movies
Provided from ancient to modern english literature courses