CV
Education
Ph.D. in Artificial Intelligence | 2022 - Present
Department of Artificial Intelligence, Ajou University, Suwon, South Korea
- Integrated M.S./Ph.D. Program
- Advisor: Prof. Kyung-Ah Sohn
- Research Focus: Robust AI, Multi-Agent Systems, Bias Mitigation, Explainable AI
B.A. in Sociology | 2018 - 2022
College of Social Sciences, Ajou University, Suwon, South Korea
B.S. in Applied Artificial Intelligence (Dual-Degree) | 2018 - 2022
Department of Applied Artificial Intelligence, Ajou University, Suwon, South Korea
Research Experience
Robust Machine Learning for Low-Quality and Heterogeneous Text Data | 2022 - Present
National Research Foundation of Korea
- Published at EACL 2023
- Focus: Robust AI systems for challenging text environments
Understanding and Mitigating Societal Biases in Large Language Models | 2023 - Present
- Upcoming publication at MLHC 2025
- Focus: Bias detection and mitigation in LLMs
Safe and Explainable AI Systems for Content Safety | 2022 - 2024
- Published at COLING 2022
- Focus: AI Safety in NLP applications
Teaching Experience
Teaching Assistant - Machine Learning | Spring 2024, Spring 2025
Department of Artificial Intelligence, Ajou University
- Designed and graded ML programming assignments
- Led tutorials on machine learning algorithms and implementation
Teaching Assistant - Web System Project | Fall 2024
Department of Artificial Intelligence, Ajou University
- Supervised web development projects and provided technical guidance
Teaching Assistant - Machine Learning Fundamentals | 2022 - 2023 (4 semesters)
Department of Applied Artificial Intelligence, Ajou University
- Developed programming assignments and coached students in AI problem-solving
Skills
Machine Learning & Data Science
PyTorch, HuggingFace, vLLM, Scikit-learn, NumPy, Pandas, Matplotlib, Seaborn
Programming & Development
Python, R, Shell Scripting, Git, Docker, Linux, OpenAI API, REST API
Languages
Korean (Native), English (Proficient)
Awards and Honors
- Grand Prize, MZ AI Hackathon: Medical Q&A System Construction (2021)
- Grand Prize, AJOU Valley Festa ONtact, Ajou University (2021)
- Excellence Award, SoftCon Competition, Ajou University (2021)