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.
| Category | Technologies |
|---|---|
| Programming Languages | Python, Java, C++, C, C# |
| Data Analysis | Pandas, NumPy, Seaborn, Matplotlib |
| Machine Learning & Modeling | Scikit-learn, Pytorch, TensorFlow, Keras, Hugging Face, Weights and Biases |
| Databases | MySQL, MongoDB |
| Infra | Google Cloud Platform (GCP), Amazon Web Services (AWS), Kubernetes, Docker, Jenkins |
| Server, Client (Web/App Deployment) | Java, Spring, JPA, Python, Flask, Django, FastAPI, Flutter, HTML, CSS, JavaScript, Node.js, Express.js |
| Data Collection & Security | EDR Platform (Dataiku, Genian) |
| Project/Activity | Description | Role | Period |
|---|---|---|---|
| 2024 ICT Hanium Mentoring Project | Research on LLM Prompting/Finetuning, RAG & Development of Digital Health Care Platform | AI & Backend Developer | Mar 2024 – Present |
| AI Mobility Platform Development | Development of optimized mobility platform by analyzing real-time data from Seoul buses and subways | Team Leader, Developer | Mar 2024 – Jun 2024 |
| BDA Conference Member | Working on Data Preprocessing & Data Analysis (as a study group) | Member | Mar 2024 – Present |
| Undergraduate Researcher | Studied & Worked at Convergence Security Engineering Lab. (CSE Lab) | Undergraduate Researcher (member) | Nov 2022 – Jan 2024 |
| WISET Research Team Project | Research on Lightweight and High-Efficiency EDR based on AI for Computer Science, Industrial IoT | Data collection, Validation, Manuscript prep | Feb 2023 – Oct 2023 |
| K-Hackerthon11: Digital Health Care Platform Development | 치매 가디언즈 '치즈' 프로젝트 | Frontend & Backend Developer | Mar 2023 – Mar 2024 |
| Business Promotion on Wireless Smart Controller | Designed Wireless Connectivity Service Platform | Representative, Technical Researcher | Oct 2023 – Apr 2024 |
| 2022 ICT Hanium Mentoring Project Program | Development of Gamification-based Historical UNITY Platform (App) | Team Leader, Frontend & Backend Developer | Mar 2022 – Oct 2022 |
| AR-based School Tour Application Development | Development of AR-based school tour application | Team Leader, Frontend & Backend Developer | Jun 2022 – Aug 2022 |
| COVID-19 Travel Website Development | Development of website for traveling during COVID-19 | Team Leader, Frontend & Backend Developer | Jun 2021 – Aug 2021 |
- The 7th International Conference on Mobile Internet Security (Mobisec'23), Best Paper Award, 2023
- Industrial Security Paper Competition, 동상(한국산업보안학회 회장상), 2023, Korean Association for Industrial Security (KAIS)
- K-Hackathon 11, 최우수상 (정보통신산업진흥원 원장상), 2023
- Sungshin Women's University Study Group, 우수상, 2023
- ICT/SW Women's Entrepreneurship Competition, 동상 (IT여성기업인회장상), 2023
- Hanium ICT Mentoring Competition, 입상 (한국정보산업연합회 회장상), 2022
- Sungshin Women's University Software Contest, 동상, 2022
- Sejong Cyber University IT Department Idea Contest, 동상, 2021
- Sungshin Women's University Software Contest, 장려상, 2021