Quant Developer at Kyobo Securities

INTERESTS

Market Making

HFT (High-Frequency Trading) via DMA (Direct Market Access)

CONTACT

E-mail: sungminryu94@gmail.com

Linkedin: sungmin-ryu-2b0605194

EDUCATION

M.S. in Electrical & Electronic Engineering
Yonsei University, Seoul, Republic of Korea

(Mar. 2020 - Feb. 2022)

* Advisor: William J. Song

* Lab: Computer Architecture and System Lab (CASL)

B.S. in Electrical & Electronic Engineering
Yonsei University, Seoul, Republic of Korea

(Mar. 2017 - Feb. 2020)

* Transferred from Sogang University

Whimoon High School, Seoul, Republic of Korea

(Mar. 2009 - Feb. 2012)

WORK EXPERIENCES

Quantitative Developer, Kyobo Securities Co., Ltd.
Seoul, Republic of Korea

(Feb. 2023 - Present)

Software Engineer, NH Futures Co., Ltd. (Derivatives Brokerage House)
Seoul, Republic of Korea

(Aug. 2022 - Jan. 2023)

* Linux system programming (e.g., IPC, thread, socket, etc.)

* Developed and operated front-end processor (FEP) systems

* Reorganized and developed HTS/MTS server systems to respond to the next-generation system of the Korea Exchange (KRX)

* Operated direct market access (DMA) order management systems

Intern, Electronics and Telecommunications Research Institute (ETRI)
SW-SoC R&D Center, Gyeonggi-do, Republic of Korea

(Jul. 2019 - Aug. 2019)

* Internship program sponsored by the national government

* Developed a framework for lightweight DNNs (i.e., quantization) using PyTorch

Intern, Chain Partners (Blockchain Start-up)
Seoul, Republic of Korea

(May. 2018 - Sep. 2018)

* Research on blockchain systems

* UI/UX design for blockchain applications

ACTIVITIES

Capstone Design in School of Electrical & Electronic Engineering
Yonsei University, Seoul, Republic of Korea

(Dec. 2018 - Jun. 2019)

* Topic: Improving GPU performance in deep neural network on GPU simulator

Vice President of International Yonsei Community (Club)
Yonsei University, Seoul, Republic of Korea

(Sep. 2018 - Dec. 2018)

Yonsei Blockchain LAB (Club)
Yonsei University, Seoul, Republic of Korea

(May. 2018 - Sep. 2018)

* Developed smart contracts in C++

* Lecturer for EOSIO software system

ESL Course in Intensive English Institute
University of Illinois at Urbana-Champaign (UIUC), Illinois, USA

(Jan. 2018 - May. 2018)

Military Service (Auxiliary police)
Yeongdeungpo Police Station, Seoul, Republic of Korea

(Jun. 2014 - Mar. 2016)

PUBLICATIONS

C. Park, B. Kim, S. Ryu, and W. Song, “NeuroSpector: Systematic Optimization of Dataflow Scheduling in DNN Accelerators,” IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 34, no. 8, Aug. 2023, pp. 2279-2294 [Github]

S. Ryu, “Optimization of Reconfigurable Deep Neural Network Accelerators Using Bottom-up Mapping and Energy Prediction,” Master’s Thesis, Yonsei University, Dec. 2021.

PATENTS

W. Song, C. Park, B. Kim, and S. Ryu, “Neural Network Computing Device and Control Method,” US17/883010, Aug. 2022.

PROGRAMMING LANGUAGES

C/C++, Python, Java, CUDA C/C++, Verilog, HTML, CSS, MySQL

CERTIFICATIONS

Certified Derivatives Investment Advisor (파생상품투자권유자문인력), Korea Financial Investment Association

(Nov. 2022)

AWARDS AND HONORS

Graduate Admission Scholarship, Yonsei University

(Jan. 2020)

High Honors Student Award, Yonsei University

(Jan. 2019)