About Me
System software, MLOps developer Hyunjoon Jeong.
Education
- B.S in UNIST (2015/03 ~ 2021/02)
- 1st Track Computer Science & Engineering
- 2nd Track Electrical & Electronic Engineering
- M.S in UNIST (2021/03 ~ 2023/02)
- Computer Science & Engineering
- System Software Lab (SSL)
- Advisor: Prof. Youngri Choi
Company
- LG Uplus MLOps team (2023/01/02 ~ 2023/12/31)
- LG Uplus AIX team (2024/01/01 ~ )
Publications
- Gyeongchan Yun, Junesoo Kang, Hyunjoon Jeong, Sanghyeon Eom, Minsung Jang and Young-ri Choi, JABAS: Joint Adaptive Batching and Automatic Scaling for DNN Training on Heterogeneous GPUs, To appear in Proceedings of the 20th European Conference on Computer Systems (EuroSys’25), 2025
Experience
- UNIST LikeLion (2020/03 ~ 2021/11)
- UNIST Winter CS mentoring mentor (2021/01 ~ 2021/02, 2022/01 ~ 2022/02)
- UNIST A.I challenge program (AICP) (2021/03 ~ 2021/11)
- Marine logistics start-up ULLU (2022/06 ~ 2022/09)
Research field
- AI agent with LLM reasoning
- Distributed machine learning
- Resource management in distributed environment
- Cloud computing