Diffusion | Backend Engineer | Project Management | Start-up
Adept in securing critical data and systems, I led a team of IT professionals to safeguard the Department of Defense’s digital assets. My role en‑ compassed threat mitigation, security policy implementation, and IT project management, with a keen focus on developing and testing advanced software and hardware solutions. Fueled by a passion for artificial intelligence, particularly in CGI and vision, my innovative approach to AI applica‑ tions has been recognized with prestigious awards, including the Excellence Award at Ajou University Deep Learning Challenge and the Creativity Award at the Army Start‑up Competition. As a Computer Science undergraduate at Ajou University, dedicated to mastering AI techniques and exploring practical applications, preparing to contribute cutting‑edge solutions in technology‑driven environments.

• Defense Integrated Data Center (DIDC) (Compulsory Military Service) Gyeonggi, S.Korea
IT SECURiTY MANAGER
Mar 2022 - Aug 2023

• Prevented hacking attempts on the Department of Defense servers through robust system security measures utilizing VPN, Proxy, NAT, and IPS.
• Managed the entire server infrastructure of the Department of Defense, primarily employing Linux systems.

• Army Start-up Competition 2022 Creative Award
Nov. 2022 - Mar. 2023
• Department of Defense Start-up Competition Finalist
Mar. 2023 - Jun. 2023

Image Classification

• Ajou university deep learning challenge 2021 Excellence Award
Oct. 2021 - Nov. 2021

Algorithm

• 2024 APC Div 2 Excellence Award
Oct. 2021 - Nov. 2021

• 2023 Summary Research Papers(Notion)
Jan 2023 - Nov 2023

Summary of artificial intelligence papers (total 131 papers)

• HuggingFace KREW
Mar. 2024 ‑ PRESENT

Member

• Skills: Markdown, Contribute, Communication
• Hugging Face's Transformers and its community offer APIs and tools that facilitate easy downloading and training of state-of-the-art pretrained models. Translating the official documentation into Korean would contribute to the machine learning community, aiding those interested in the field. It would also enhance the Hugging Face community's resources.

Contributed Document: HuggingFace Hub

• Sublet Project
Aug. 2023 ‑ PRESENT

BACKEND DEVELOPER, PROJECT LEADER

• Skills: Prisma, MongoDB, Figma, Typescript
• Spearheaded the development of a Sublet site aimed at addressing subletting issues in Korea, taking on the roles of a backend developer and product manager to streamline and innovate rental solutions.

• Pytorch Research Paper Implementations and Review
Nov. 2022 ‑ Present

CGI DEVELOPER, PROJECT LEADER

• Skills: English, Pytorch
• Maintained a repository showcasing implemented proof‑of‑concepts for cutting‑edge CGI models as presented in academic research papers, highlighting proficiency in Pytorch and research application.

• Development of artificial intelligence and GrabCAM combined site with Pytorch
April. 2022 ‑ Sep. 2022

AI DEVELOPER, BACKEND DEVELOPER

• Pioneered an intuitive AI model swapping feature for a user‑centric site, empowering users to easily modify AI applications.
• Integrated Grad CAM from the suite of Explainable AI (XAI) techniques to visualize and understand the decision‑making processes of AI, enhanc‑ ing transparency and user trust.