• 2021.03 ~ 2025.08 Sungshin Women's University
  • [Main Major] Computer Engineering / [Double Major] School of AI Convergence, AI

I'm passionate about Computer Vision (CV) and Natural Language Processing (NLP). Currently, I'm delving into Generative AI (GA), Large Language Models (LLM) - Parameter-Efficient Fine-Tuning (PEFT), and Prompting.

• 2025.01 ~ 2025.06 Undergraduate Researcher in 'Marine Hydrodynamics AI Lab', Sungshin Women's Univ.

  • Project: Machine Learning for Seakeeping Control in Waves
  • Commissioner: Lloyd’s Register Foundation
  • Research Topic: Time-Series Forecasting using Statistical Methods and Neural Networks

• 2022.11 ~ 2024.01 Undergraduate Researcher in 'Convergence Security Engineering Lab', Sungshin Women's Univ.

  • Research Topic: Artificial Intelligence and Information Protection Convergence
  • Publications and Presentations:
    • Submitted a paper on Lightweight Federated Learning (Mobisec, International Conference)
    • Presented a paper on EDR Automation using Generative AI (VAE) (Mobisec, International Conference)
    • Submitted a paper to a KCI-indexed Journal
    • Published patent, "Smart control apparatus and method," Korea, Patent, No. 10-2024-00599425

• 2024.07 ~ 2024.01Team Member of the Data Analytics in BOAZ Base Session, Big Data Alliance Club
• 2024 Team Member of BDA Conference

Status & Year	Project	Category	Description	Link
2025	Ship Motion Time-Series Prediction Research	Time-series Prediction	Research on Machine Learning for Seakeeping Control in Waves	Project Link-Private
2024~2025	AI-Generated Image Detection Website	AI Generated Image Detection	Development of an AI model for detecting AI-generated images	Project Link-Private
2024	Intrusion Detection Algorithm for In-Vehicle Networks	Intrusion Detection	Big Data Hackathon on IDS for automotive cybersecurity	Project Link
2024	Digital Healthcare Application	App Development	Development of Digital Healthcare Platform & Research on LLM Prompting/Finetuning(MSA based project)	-
2023~2024	Dementia Patient Care Application	Web Development	치매 가디언즈 '치즈': Development of Digital Healthcare Platfrom for dementia Patients and carer, Used CI/CD pipline(Docker, Jenkins, Git, GCP server)	Project Link
2023-2024	Enhancing Network Intrusion Detection with GAN	Intrusion Detection	Research on models (SMOTE, GAN) for Data Augmentation	Project Link
2023	AI Models for Industrial IoT Environments	Intrusion Detection	Research on Lightweight, High-Efficiency AI Models for Industrial IoT Environments	Project Link
2023	Optimized Mobility Service	Data Analysis & Development	Development of an optimized mobility platform by analyzing real-time data from Seoul buses	-
2023	Food Ordering Kiosk	LLM Fine-Tuning	Development of interactive Food Ordering by transfer learning LLM (gemma-2b-it)	Project Link
2023	Movie Review Sentiment Analysis Model	LLM Fine-Tuning	Sentiment analysis on movie reviews by Fine-Tuning LLM(KT-Midm-7B)	Project Link
2022	History Gamification App	App Development	Development of a gamified history learning platform using Unity	Project Link
2022	School Tour Service using VR	App Development	VR-based interactive school tour application	Project Link

• Links for would changed to public, after the project finishes.

• 2024 BOAZ, Big Data Club : Big Data Hackathon , 대상(1st place)
• 2023 The 7th International Conference on Mobile Internet Security (Mobisec'23), Best Paper Award
• 2023 Industrial Security Paper Competition, 동상(한국산업보안학회 회장상), Korean Association for Industrial Security (KAIS)
• 2023 K-Hackathon 11, 최우수상 (정보통신산업진흥원 원장상)
• 2023 Sungshin Women's University Study Group, 우수상
• 2023 ICT/SW Women's Entrepreneurship Competition, 동상 (IT여성기업인회장상)
• 2022 Hanium ICT Mentoring Competition, 입상 (한국정보산업연합회 회장상)
• 2022 Sungshin Women's University Software Contest, 동상
• 2021 Sejong Cyber University IT Department Idea Contest, 동상
• 2021 Sungshin Women's University Software Contest, 장려상

• Hugging Face
• Tech Blog
• Submitted Papers