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