About Me

Jinsu Kim / B0neh3ad

(mail, github, github blog, velog, linkedin)

• Interested in ML/DL, Web Dev

Education

Seoul National University, Mar. 2021 - Feb. 2027 (Expected)

• Sophomore, Majoring Computer Science & Engineering
• Total GPA of 3.96 / 4.3, Major GPA of 4.02 / 4.3 (Credits taken: 59)

Project Experience

Siksha - SNU cafeteria menu providing service
Mar. 2024 - Now / Website link
Position: Team Member

• Member of Frontend Development Team (React.js, Next.js)
• Communicated with 20+ developers

End-to-End MRI Reconstruction for Variously Accelerated Brain Images
Jun. 2024 - Aug. 2024 / github repo
Position: Team Member

• Team project for 2024 SNU FastMRI Challenge
• E2EVarNet is used to reconstruct MRI image from accelerated k-space domain, and NAFNet is used for additional denoising and deblurring of the reconstruction image

Automatic Speech Recognition for Effective Delivery of Tactical Commands from Commanders
Nov. 2024 - Dec. 2024 / github repo
Position: Team Leader

• Team project for 2023 MAICON
• Whisper is chosen as a baseline model because of its noise-robust, State-Of-The-Art ASR performance
• Noisereduce used the distribution of input dataset’s noise to effectively remove audio noise
• Constructed data preprocess code and train/inference pipeline

Mobile Keyboard Application for Developmentally Disabled
Jan. 2022 - Oct. 2022
Position: Team Member

• Team project fo 2022 SNU Social Resposibility PLUS+ Challenge
• Using AAC, the keyboard was designed to be able to use only with the recognition of symbolic pictures & audio

Awards & Honors

Awards

2024.09, 4th place, SNU FastMRI Challenge, SNU
2023.12, 2nd place, MAICON(Military AI Competition), Ministry of National Defense, Republic of Korea
2022.10, 2nd place, SNU Social Resposibility PLUS+ Challenge, SNU

Other participation in competitions
2024.11 19th place / 88 teams, ICPC 2024 Seoul Regional

Honors

2024.09, Academic Excellence Scholaship, SNU
2021.09, Academic Excellence Scholaship, SNU

Extracurricular Activity

WaffleStudio - Student Club for Web & Mobile App Development
Sep. 2021 - Now

• Learned Andriod & Frontend Web Application Development

VESS - Student Club for Appropriate Technology
Mar. 2021 - Feb. 2022

• Learned & studied various ATs
• looking for the ways how to utilize technical knowledge for creating and improving AT products

Teaching

Teaching Assistant (Tutor) / 2024-1, 2024-2 semesters Basic Computing: First Adventures in Computing

• Answered to students’ questions for basic of web crawling, data analysis & visualization using Python

Skills

Programming C/C++, Python, Java
Deep Learning Tensorflow, Pytorch, Huggingface
Web Development React.js Next.js Django