I am a Ph.D. Student in electronic and electrical engineering at the Ewha Womans University, advised by Prof. Ji-Hoon Kim.
As an independent and self-motivated Ph.D. student, I have broad experiences such as designing, training neural networks, and implementing my hardware designs into chips. My current research interest is mainly in accelerating large-sized neural networks with consideration of in-memory processing. My goal is to become an expert in system-on-chip design with professional skills related to energy-efficient systems and hardware acceleration.
iamsujinkim [at] ewhain [dot] net
Linked in
Digital System Architecture Lab
Education
Ewha Womans University
Combined M.S. & Ph.D. Course of Electronic and Electrical Engineering
Ewha Womans University
Bachelor of Electronic and Electrical Engineering
2020-2025(Expected)
2014-2019
Professional Experience
Visiting Scholar
University of Wisconsin–Madison
– Neural network training for fallen people detection
– Hardware accelerator generation
Research Intern
mobilint
– On-chip network generation automation
– Network Interface for NoC Router
Assistant Researcher
Korea Electronics Technology Institute
– Intelligent network team
– Embedded software development for communication chips
– Standardization of protocols for wireless power transmission
Research Intern
Korea Institute of Science and Technology
– Embedded software development for fire detection system
Jan 2022 – Jul 2022
Madison, WI, USA
Jul 2021 – Aug 2021
Seoul, Korea
Feb 2019 – Oct 2019
Seoul, Korea
Jan 2015 – May 2015
Seoul, Korea
Project
Memory-Centric Architecture Using the Reconfigurable PIM Devices (2022~Current)
SK Hynix-Ewha Womans University Cooperation Project (Sep 2021 – Sep 2022)
Project leading student. Related to reconfigurable System, Functional safety {taped-out}
Center for Integrated Smart Sensors funded by the Ministry of Science (2020)
ML-based Humidity and Temperature Calibration System for Heterogeneous MOx Sensor Array in ppm-level BTEX monitoring
2020 Artificial Intelligence Semiconductor Design Competition (Apr 2020 – Dec 2020)
Design of DMA(Direct memory access). Network-on-chip design
Standardization for RF Beamforming Wireless Power Transmission (Feb 2019 – Oct 2019)
Communication protocol standards for wireless power transfer. Presented at IEC TC100 TA15, Shanghai
Firmware development for wireless power transfer SoC (Feb 2019 – Oct 2019)
Capstone Design for Electrical Engineering (Apr 2017 – Dec 2017)
Title: Braille Actuator Device with Machine Learning Algorithm. Won the 1st prize for Capston design award.
Implementation of Network Coding Algorithm with Raspberry Pi (Mar 2016 – Dec 2017)
Implemented various network conding algorithms using Raspberry Pis
Teaching & Mentoring Experience
2021 Fall
2021 Spring
2020 Fall
2020 Spring
2015-2017
Basic Circuit Laboratory (TA)
Advanced Programming for Electronics Engineering (TA)
Integrated Circuit Design (TA)
Introduction to Computer Structure (TA)
Integrated Circuit Design (TA)
EE Students mentoring program (Mentor)
Skills
Programming Languages
Hardware
Application Software
Language
C, C++, Python, Verilog, SystemVerilog
ARM Cortex-M series, AVR series, Raspberry Pi series
MATLAB, Synopsys EDA tools
Korean(Native), English(Professional working proficiency), Japanese(Professional working proficiency)
Achievement
Ji-Eun Joo,Hu Yu, Sujin Kim, Hyunji Kim, Sunyoung Park, Ji-Hoon Kim, Younghyun Kim, and Sung-Min Park.”An Indoor-Monitoring LiDAR Sensor for Patients with Alzheimer Disease Residing in Long-Term Care Facilities” Sensors 2022
Whijin Kim, Jihye Lee, Sujin Kim, Ji-Hoon Kim. ”Multi-Mode Transprecision Sparse Matrix-Vector MultiplicationEngine for PageRank.” 2022 International Conference on Electronics, Information, and Communication (ICEIC).IEEE, 2022
Sujin Kim, Hoyong sung, Sohyeon Kim, Minkyu Je, Ji-Hoon Kim ”ML-Based Humidity and Temperature Cali-bration System for Heterogeneous MOx Sensor Array in ppm-Level BTEX Monitoring.” 2021 IEEE InternationalSymposium on Circuits and Systems (ISCAS). IEEE, 2021
Jungmin Kwon, Sunwoo Cho, Sujin Kim, Yoonji Park, Hyunggon Park ” Implementation of network coding algorithm for single queue with single memory devices” 2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN). IEEE, 2017
[KR-PATENT] ML-Based Humidity and Temperature Calibration System for Heterogeneous MOx Sensor Arrayin ppm-Level BTEX Monitoring
Extracurricular activities
I took a gap year in 2018 (Japan).
Learned how to survive in an unfamiliar country.
Went through some hard times at first, but finally, I got a lot of precious memories.
All such experiences fueled my passion for work and everything.
Sujin Kim 