Hi there : )

My name is Gyeongmin Gu. I’m interested in data mining, machine learning, recommender system, data engineering, MLOps, and operation research. Currently, I’m working on research data analyst at the Biomedical Research Institute in JBNU hospital.

📧E-mail

• [email protected]
• [email protected]
• [email protected]

🖋️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

🛠️Skills and Certificates

Skills

Languages

• Python, C, C++

Analysis

• Julia, R

ML tools

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

DBMS

• MySQL

Operating System

• Linux
• WSL

Version Control

• Git

MLOps

• MLFlow

Visualization tool

• PowerBI, Matplotlib

OA

• Markdown, LaTex, MS Office

Certificates

• Analysis Data semi-Professional(ADsP), KData, South Korea
• Six Sigma(Green Belt), Korean Standards Association, South Korea

🏆 Awards