Develop algorithms for LLM inference optimization and model efficiency across quantization, pruning, knowledge distillation, sparsity, and decoding.
Bridge research, evaluation, and deployment with attention to model quality, memory, latency, and throughput.
Project Lead (Student)
AILA (AI Language Assistant)
Led development of a non-contact English conversation learning platform with 3D avatars, integrating Unity and chatbot systems.
Oversaw Unity–chatbot integration and created a personalized 3D avatar chatbot environment.
Visiting Researcher
KU-Center for Cyber-Physical Systems
Focused on generative model-based industrial anomaly detection in safety-critical infrastructures.
Utilized XAI methods to improve transparency and reliability in deep learning pipelines.
Vice-chair & Contestant
ACM-ICPC Club (Gori), Kyungpook National University
Led competitive programming training and organized internal contests.
Participated in the ACM-ICPC Daejeon Regional 2013.
Research Intern
Qtec
Assisted in developing an embedded location control system and researched voice call systems.
Contributed to an embedded system application for location-based services.
Education
Ph.D. in Computer Science
KAIST
GPA: 3.82 Focused on Explainable AI for real-world applications such as smart energy systems, education, and safety. Worked on anomaly detection, risk assessment, and XR simulation projects.
M.Eng. in Artificial Intelligence
KAIST
GPA: 3.85 Developed Korean language understanding models and semantic similarity techniques through deep learning.
B.S. in Computer Science
Kyungpook National University
GPA: 4.06 Focused on computer graphics and game development with a graduation project involving interactive game design and optimization.