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Education

  • 2019.09 - Present
    M.S./Ph.D. in Convergence IT Engineering
    POSTECH, South Korea
  • 2016.06 - 2016.08
    Exchange Student
    University of California, Berkeley, USA
    • GPA: 3.7/4.0
  • 2016.08 - 2016.12
    Exchange Student
    State University of New York (SUNY) at Stony Brook, USA
    • GPA: 3.94/4.0
  • 2016.03 - 2019.07
    B.S. in Creative IT Engineering
    POSTECH, South Korea
    • Summa cum laude (GPA: 4.01/4.30)

Experience

  • 2022.04 - 2022.06
    Research Intern
    Clover AI, Naver Corp., Korea
  • 2018.06 - 2018.08
    Summer Intern
    nARC (Netmarble AI Revolution Center), Netmarble Corp., Korea

Honors and Awards

  • 2025.01
    POSTECH AI DAY 2024 Poster Session Award
    POSTECH, South Korea
    • 1st Prize
  • 2024.02
    Samsung Humantech Paper Award
    SAMSUNG, South Korea
    • Bronze Prize in Computer Science & Engineering
  • 2023.11
    Samsung Computer Engineering Challenge 2023
    Samsung Advanced Institute of Technology (SAIT)
    • 3rd Prize / LLM Inference Acceleration Challenge
  • 2019.04
    The Best Student in ICT Consilience Creative Program
    Institute for Information & Communication Technology Promotion (IITP, Korea)

Scholarships

  • 2016 - 2020
    POSTECH-SUNY Korea IT Consilience Creative Program (ITCCP)

Skills

  • Languages Korean (Native), English
  • Program Languages/Frameworks Python, PyTorch, Transformers
  • Specialties LLM engineering (fine-tuning), GPU kernel implementation, BNNs designing/training

Academic Interests

  • Large Language Models (LLM)
    • LLM Quantization
    • LLM fine-tuning
    • Efficient LLM / LLM Engineering
    • Multi-model AI
  • Efficienct AI
    • Quantization
    • Binary Neural Networks (BNNs)
    • Deep Learning Hardware Accelerator