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M.S. in Computer Engineering

Hongik University, Seoul, Korea

• Advised by Youn Kyu Lee

B.E. in Information Security

Seoul Women's University, Seoul, Korea

Artificial Intelligence and Information Systems Lab

Visiting Researcher, Prof. Albert No

• Designed a decoding-guided watermarking strategy to secure the provenance of discrete diffusion language models

Advanced Intelligent Software Lab

Graduate Research Assistant, Prof. Youn Kyu Lee & Prof. Tae Hyung Kim

• Designed zero-shot inverse imaging with untrained generative priors to reconstruct high-fidelity images from corrupted data
• Developed adaptive orthogonal transforms to augment limited sensor datasets against Gaussian noise
• Assessed adversarial vulnerabilities in biometric systems and developed mitigation strategies to enhance the robustness of face and fingerprint recognition
• Developed detection strategies for deepfakes and fingerprint presentation attacks to ensure cross-dataset reliability in real-world scenarios

Advanced Intelligent Software Lab

Undergraduate Research Intern, Prof. Youn Kyu Lee

• Identified vulnerabilities in fingerprint authentication and developed strategies to enhance spoof detection and adversarial robustness
• Aligned and stitched drone thermal images to build a specialized dataset for deep learning–based environmental monitoring

AI-based Flood Risk Level Assessment through Video and Image Analysis

Supported by Korea Institute of Science and Technology Information (KISTI)

• Architected a flood risk analysis pipeline integrating YOLO-based object detection and SAM-based segmentation for real-time flood monitoring

Development of Integrated Framework for Automated Generation of Neural Network Applications and Optimization of Execution Environment

Supported by Institute for Information communication Technology Planning (IITP)

• Led a team in developing a drag-and-drop-based visual interface for designing and inspecting deep learning architectures
• Designed and implemented neural network architectures, leveraging Docker to ensure reproducible environments

Commendation for Distinguished Achievement

Hongik University

Best AI Paper Award

IEEE International Conference on ICT Convergence (ICTC)

AI Utilization Award, Advertising and Promotion Competition (Poster Category)

Gyeonggi Provincial Goverment

Best Paper Award

IEEE International Conference on ICT Convergence (ICTC)

Best Project Award, Bahrom Moral Education III (TPBL Course)

Seoul Women’s University

Excellence Award, Programming GURU1 Hackathon Contest

National Program of Excellence in Software, Seoul Women’s University

Teaching Assistant, Information Security

Hongik University, Professor: Youn Kyu Lee

• Assisted over 90 Computer Engineering students with hands-on practice covering web hacking and Android vulnerability analysis

Teaching Assistant, C-Programming

Hongik University, Professor: Youn Kyu Lee

• Assisted over 30 beginners with hands-on practice, covering basic C programming

Super Hackathon 2022 (NEXON X LIKELION)

NEXON Korea

• Conceptualized and developed a story-driven RPG using Lua, focusing on user progression and engagement

BigContest: Field of Data Analysis

Ministry of Science and ICT (MSIT), National Information Society Agency (NIA)

• Analyzed user interaction data to predict loan application outcomes using Random Forest and XGBoost, evaluating feature importance and comparing model performance

K-Shield Junior 8th Cohort

Ministry of Science and ICT (MSIT), Korea Internet & Security Agency (KISA)

• Completed an intensive program in cybersecurity fundamentals and incident response, culminating in the development of a Linux-based automated forensics tool

Light IT Up Hackathon

Women's University Union IT Hackathon

• Developed an Android application in Java for a designated driver service using Kakao Navigation API for real-time driver tracking and route estimation, selected as a finalist