Hi there : )

My name is Gyeongmin Gu. I’m interested in data mining, biomedical informatics, recommender systems, data engineering, and operations research. Currently, I’m working as a researcher at the Biomedical Research Institute in JBNU hospital.

📧E-mail

🖋️Educations

M.S., Computer Science and Engineering, Jeonbuk National University, Jeonju, South Korea, 2023.03~2025.02
- Supervisor: Prof. Jinhong Jung(Soongsil Univ.) & Prof. Hyun-Je Song(JBNU)
- Thesis: Lightweight Node Representation Learning for Effective Link Sign Prediction in Signed Bipartite Graphs [Slide]
B.S., Industrial Information and Systems Engineering, Jeonbuk National University, Jeonju, South Korea, 2015.03~2021.08
- Graduation project: Allocating Optimal Locations of the Tram Stations in the Jeonju Han-Ok Village (전주한옥마을 트램 정차역 최적위치 선정) [Link]
  - advisor: Prof. Tae-Han Lee
Masan Yong-ma High School, Liberal Arts, Chang-won, South Korea, 2012.03~2015.02

💼Working Experiences

Researcher, Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, South Korea, June 2025 ~ Current
- PI: Prof. Hyunho Kim, M.D., Ph.D.
Research Assistant, Natural Language Learning Lab, CSAI at Jeonbuk National University, Jeonju, South Korea, Sep. 2023 ~ Feb. 2025
- PI: Prof. Hyun-je Song, Ph.D.
Research Assistant, Data Mining Lab, School of SW at Soongsil University, Seoul, South Korea, Mar. 2023 ~ Feb.2025
- PI: Prof. Jinhong Jung, Ph.D.
- This lab moved from CSAI at JBNU in September 2023
Research Assistant, Wireless Networks Lab, Department of Information Convergence Engineering(AI) at Pusan National University, Yangsan, South Korea, Sep. 2021 ~ June 2022

🛠️Skills and Certificates

Skills

Languages

Python, C, C++

Analysis

Julia, R

ML tools

PyTorch, Torch Geometric
Scikit-learn, Pandas, Numpy, NetworkX

DBMS

MySQL

Operating Systems

Linux(Ubuntu)
WSL

Version Control

MLOps

MLFlow

Visualization tool

PowerBI, Matplotlib