about

Education

Seoul National University, Seoul, South Korea

Mar. 2021 - Present

• Undergraduate student in electrical and computer engineering
• GPA: 4.25/4.30
• 18 months of military service included

Korea Science Academy of KAIST, Busan, South Korea

Feb. 2018 - Feb. 2021

• GPA: 4.17/4.30 (rank: 4/130)
• Graduated with distinction in physics

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Experiences

Efficient and Intelligent Computing Lab, Georgia Tech

Aug. 2025 - Present

• Advisor: Prof. Yingyan (Celine) Lin

VLSI Laboratory, SNU

Jan. 2025 - Present

• Devised a novel parameter-efficient fine-tuning (PEFT) method tailored for quantized LLMs.
• Advisor: Prof. Jae-Joon Kim

Ministry of National Defense

Mar. 2023 - Sep. 2024

• Mandatory military service required to all male Korean citizens
• Performed full-stack web development tasks, mostly using django and react.js.

Laboratory of Imaging Science and Technology (LIST), SNU

Jun. 2022 - Aug. 2022

• Studied correction of motion artifacts in MR images by training deep learning models on simulated images.
• Advisor: Prof. Jongho Lee

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Honors and Awards

Presidential Science Scholarship of Korea, Korea Student Aid Foundation

2025 - Present

• Full tuition and a living stipend supported. Awarded to approximately 150 undergraduate students nationwide every year.

National Scholarship for Science and Engineering, Korea Student Aid Foundation

2021 - Present

• Full tuition supported

Hanseong Nobel Scholarship for the Gifted, Hanseong Sonjaehan Foundation

2019 - 2020

• Total of $10000 equivalent

Bronze Prize, Korea Olympiad in Informatics, Ministry of Science and ICT, 2018

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Relevant Courses

AI/ML

• Mathematical Foundations of Deep Neural Networks
• Computational Linguistics
• Reinforcement Learning, Search, and Test-Time Scaling of LLMs (graduate)

Computer Systems

• Computer System Programming
• Computer Organization
• Introduction to Data Communication Networks
• Scalable High-Performance Computing (graduate)
• Digital Logic Design & Lab

Other Fields of EECS

• Signals and Systems
• Introduction to Circuit Theory & Lab
• Microelectronics
• Introduction to Electromagnetism & Practice
• Fundamentals of Control Engineering

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Skills

Programming Languages

• C++
• CUDA
• Python
• Verilog
• JavaScript
• Rust

Frameworks

• PyTorch
• Hugging Face
• Triton
• React.js
• Node.js
• Django

Tools

• LaTeX
• Git

English Proficiency

• TOEFL iBT: 109/120 (R30/W29/S23/L27)