cv

Basics

Name Duhyeon Kim (김두현)
Label Electrical Engineering Student
Email kdhluck@naver.com
Url https://dudududukim.github.io/
Summary Looking forward to the Path that fits for me, making the world embrace the full potential of AI and digital technology.

Education

  • 2019.03 - Present

    Seoul, South Korea

    B.S.
    Korea University
    Electrical and Electronic Engineering
    GPA: 4.05/4.5

Skills

Programming
PyTorch
Python
C
Matlab
(System)Verilog
Machine Learning
Computer Vision
Natural Language Processing
Generative Models
Hardware
Digital Circuit Design
VLSI Design
RTL Simulation
Computer Architecture
FPGA Development
RISC-V
EDA Tools
Xilinx Vivado
Intel Quartus
Synopsys Design Compiler
Icarus Verilog (iverilog)
GTKWave

Languages

Korean
Native
English
OPIc IH

Projects

  • 2024.03 - 2024.06
    Advanced Machine Learning
    Implemented generative models in PyTorch with optimized conditional generation techniques
  • 2024.03 - 2024.06
    Natural Language Processing
    Built sentiment analysis system for lyrics with BERT fine-tuning and emotion-based recommendations
  • 2024.03 - Present
    HandS Smart Shared Refrigerator
    Developed IoT refrigerator with RFID access, computer vision inventory tracking, and robotic automation
  • 2024.09 - 2024.12
    System Optimization
    Enhanced matrix multiplication performance with loop-tiling, SIMD, and OpenMP parallelization
  • 2024.03 - 2024.06
    VLSI Design
    Created optimized matrix multiplier hardware and area-efficient DCT circuits for JPEG compression
  • 2024.09 - 2024.12
    Computer Architecture
    Implemented pipelined RISC-V processor with hazard detection and data forwarding mechanisms
  • 2024.09 - 2024.12
    Engineering Design II
    Built matrix multiplication hardware using systolic arrays and vector multipliers on FPGAs