Seoyun Baek
AI Researcher
ican0534@kaist.ac.kr
About
Currently a freshman at KAIST, passionate about Data Science and Computer Vision.
Work Experiences
PeoplesLeague R&D Center
Daejeon, South Korea
Researcher @ Software Department
Mar. 2025 - Now
Developed a deep learning model with a focus on image segmentation for an automatic cooking robot.
Enhancing model robustness for real-world deployment (ongoing)
Developing safety-critical error-handling algorithms to prevent operational failures.
Implementing functionality to detect the presence of new or unexpected ingredients.
Organizing and leading a data labeling team for additional annotation of cooking scene data.
Educations
Korea Advanced Institute of Science and Technology (KAIST)
Daejeon, South Korea
B.S. Industrial & System Engineering (Expected, currently in School of Freshman)
Mar. 2025 - Now
Announcer @ KAIST Broadcasting System
Mentor: TBD
Korean Minjok Leadership Academy (민족사관고등학교)
Gangwon-do, South Korea
High School Diploma
Jan. 2022 - Feb. 2025
President of Student Council (Legislative) & Department of Student Guidance
Graduated with Domestic Track.
Awards
The 8th International Youth Research Paper Competition Excellence Award
International
Awarded 3rd Place among 300+ submissions worldwide.
Jul. 2024
International Science and Engineering Fair (ISEF) Finalist
International
Participated in the world's largest science fair as a Representative of South Korea, organized by the Society for Science.
Project Category: Embedded Systems
Apr. 2024
The 4th Industrial Revolution POWER KOREA Scholarship for Talented
National
Selected as one of the top two national scholarship recipients for outstanding achievements in Science and Engineering.
Dec. 2023
Korea Science and Engineering Fair (KSEF) 1st Award
National
Awarded 1st Place at Korea’s largest national science fair.
Project Category: Invention.
Jan. 2023
7th Supercomputing Youth Camp Grand Award
National
Awarded 1st place among over 300 participants nationwide.
Jan. 2023
Certifications
Google Tensorflow Developer Certificate
Seoul, South Korea
TensorFlow Certificate Program
Nov. 2023
Publications
Published in KNOWLEDGE TO LEAD (ISSN: 2765-0626), Volume 5 Issue 1, pp. 17–22.
Published in International Journal of STEAM, vol. 15, No. 1, pp. 80–83.
Skills
Programming Languages
Python, JAVA, and C (Proficient)
C++, C# (Familiar)
Deep Learning Frameworks
TensorFlow
PyTorch
TorchVision
Data Processing & Analysis
NumPy
pandas
Visualization
matplotlib
seaborn
Development Environment
Jupyter Notebook
Google Colab
Ubuntu / Linux
CUDA / cuDNN
Languages
Korean (Fluent), English (Advanced).
Communication
Public Speaking
Announcing
Currently an Announcer @ KAIST Broadcasting System
GitHub
• qortjdbs
Website