cv

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Basics

Name Jaewon Kim
Label Undergraduate Student
Email jwk0302@korea.ac.kr
Url https://jaewon.work
Summary Undergraduate Student at Korea University, Seoul, Korea focusing on Semiconductor Engineering

Work

  • 2024.03 - Present
    Undergraduate Researcher
    Complex Data Analytics LAB (CDAL)
    Research in semiconductor device simulation and generative models
    • Working on Simulator acceleration and inverse design of semiconductor devices
    • Research on Probabilistic Generative Models (GAN, Diffusion, etc.)

Education

  • 2022.03 - Present

    Seoul, Korea

    B.S.
    Korea University
    Semiconductor Engineering

Awards

  • 2022.07.01
    Dean's List (2022-1)
    Korea University
    Award given to an undergraduate student with a perfect GPA (4.5/4.5) for a semester
  • 2022.01.01
    Semester High Honors
    Korea University
    Award given to undergraduate students achieving a GPA of 4.0 or higher for a semester (2022-2, 2023-1, 2023-2, 2024-1)
  • 2022.01.01
    KU Alumni Scholarship
    Korea University
    Merit-based scholarship awarded through SK Hynix-sponsored alumni program at KU
  • 2024.10.01
    Outstanding Poster Award
    SK Hynix
    12th SK Hynix Academic Conference

Projects

  • 2024.09 - 2024.12
    DiffOptics
    Diffusion-Based Optical Design Generation with Wavelength and Power Control
  • 2024.07 - 2024.10
    FSI AIxData
    Dual-Pipeline Approach to Financial Fraud Detection: Balancing Classification Performance and Data Privacy
  • 2024.03 - 2024.06
    OpticalGAN
    Power-Wavelength Conditional Generation of Photonic Devices
  • 2024.04 - 2024.06
    CartoonGAN+
    Architectural Modifications for Stable Anime Style Transfer
  • 2024.01 - 2024.03
    INSIDE OUT
    Multi-label Emotion Classification and Instance Segmentation for Animated Characters
  • 2023.09 - 2023.12
    Optimal Motion Blur Preprocessing
    High-Speed Object Detection

Skills

Research Areas
Generative Models (Diffusion, GANs, etc.)
3D reconstruction and change detection
Neural Rendering
Physics Simulation
Graph Neural Networks (GNN)

Languages

Korean
Native
English
Proficient

Volunteer

  • 2024.03 - Present
    Member
    Young Engineers' Honor Society (YEHS)
    Organization under The National Academy of Engineering of Korea (NAEK)
  • 2023.08 - 2024.08
    Member
    BITAmin
    Intercollegiate offline study group focusing on ML/DL research and projects
  • 2023.03 - 2023.12
    Member
    Korea University International Student Assistant (KUISA)
    Voluntary student organization under Global Services Center