CV

This is the page for Curriculum Vitae (CV).

Basics

Name Yoonju Sim
Label PhD Candidate in Industrial Management and Engineering
Email syj5268@kaist.ac.kr
Url https://github.com/syj5268

Education

  • 2023.08 - Present

    Daejeon, South Korea

    Combined MS & PhD Student
    Korea Advanced Institute of Science and Technology (KAIST)
    Industrial & Systems Engineering
  • 2022.01 - 2022.05

    Arizona, USA

    Exchange Student
    Arizona State University (Exchange)
    Industrial Engineering
  • 2019.03 - 2023.08

    Seoul, South Korea

    Bachelor of Science
    Korea University (KU)
    Industrial Management Engineering

    GPA: 4.4/4.5

Work

Publications

Projects

  • 2025.02 - 2025.09
    AI-accelerated Production Planning
    Developed an AI-accelerated Lagrangian relaxation model for CLSP, achieving near-optimal solutions and supporting fast 3-month production planning.
  • 2023.09 - 2023.12
    UAM Simulation — GS E&C
    Designed and implemented Python-based simulation to analyze UAM vertiport capacity, optimizing gate/FATO configurations using queueing and event-based modeling.
  • 2023.01 - 2023.01
    Supplier Performance Management System
    Conducted research and led a team to develop a supplier performance management system (IME Department, Korea University).
  • 2022.09 - 2022.12
    RUL Prediction and Anomaly Detection
    Predicted residual life of equipment using unsupervised learning on sensor data; won 1st prize in department competition.

Volunteer

  • 2023.01 - 2023.12

    Korea University

    Vice President
    Industrial Engineering Study Club (WeTIE), Korea University

Awards

Skills

Programming
Python
Julia
Research Methods
Mixed-Integer Programming
Large-scale Optimization
Machine Learning
LLMs

Languages

Korean
Native
English
Fluent

Interests

Optimization
Vehicle Routing
Decomposition Methods
Quantum Computing
AI
Large Language Models (LLMs)
Reinforcement Learning