Jeeseung Han

Data Scientist (and is also MLOps Engineer)

Hello, I’m Jeeseung Han.
I’m a Data Scientist who studies object detection, and is also also a MLOps Engineer.

Education

  • Master of Computer Science and Engineering (MCSE), Intelligent Data Systems Laboratory Seoul National University, Korea (2018~2020)
    • Member of Intelligence Data Systems Laboratory
    • Teaching Assistant of Graduate School Recommendation System 2020
  • Bachelor of Computer Science and Engineering (BCSE), Konkuk University, Korea (2010~2016)
    • President of the student council of Konkuk Information and Communications Undergraduate College
    • Director of Information Technology, Konkuk Student Council
    • Completed Cisco Certified Network Associate (CCNA) Routing and Switching: Introduction to Networks
    • Leave of absence for military conscription, Republic of Korea Military Police (2014–2016)

Experience

  • MLOps Engineer, Clova CIC, Naver Corporation (2020~now)
  • Team Leader, Intelligence, Architect and Cloud DevOps Engineer, IntelliSys Corporation (2018~2020)
    • Led packaging and installation of visual intelligence engine, including convert to Triton inference server for models
    • Conducted research of fashion item detector for service based on DeepLab using PyTorch
    • Implemented infrastructure using AWS Cloud, Kubernetes, Terraform
    • Designed fashion AI inference system using PyTorch, RabbitMQ
    • Instructed microservice architecture (MSA) for Fitzme service using Spring boot and Django
  • Working scholars, Infra, Infrastructure network management, Zungwon Engineering & System, Inc. (2010-2012, 2016)
    • Monitored network status for Konkuk University, including wireless access point activity
    • Supported installation and set-up of routers and switches at newly constructed engineering building
    • Assisted in network installation for student and special events

Publications