Passionate about building smart, real-world services that solve meaningful problems across AI, frontend, and data. Always exploring ways to improve people’s lives with technology.
- 🎓 Computer Science student @ Ewha Womans University
- 🌍 Exchange researcher @ NHL Stenden University, Netherlands (Computer Vision & Deep Learning for X-ray, authored paper)
- 💡 Passionate about turning ideas into polished services — from intuitive frontend experiences to scalable AI models and insightful data visualizations
- ✨ Positive energy + high responsibility + unstoppable curiosity = my daily fuel
Languages
Frontend
Backend & AI
💱 Currex – AI Currency Exchange Platform
End-to-end P2P exchange platform featuring YOLOv8 currency recognition, real-time exchange rates, Redis caching, and user-driven service flow.
Built with FastAPI, React, and MongoDB.
🕸️ Website Fingerprinting on Tor Network (L3 ML Project)
Traffic analysis & classification project using machine learning on encrypted Tor data.
Performed feature selection, multi-class/binary classification, SMOTE balancing, and model optimization (Extra Trees, XGBoost).
🧠 VitaCoach – Personalized Supplement Recommendation
AI-based health supplement recommender based on user symptoms.
Implemented KoSimCSE embedding-based product matching, collaborative filtering, and dashboard visualization using PostgreSQL and Pandas.
🗣️ Haru Language – Barrier-Free Language Learning
Designed an inclusive, multilingual learning platform tailored for elderly and disabled learners.
Emphasized accessible UX and easy-to-navigate component structure using React + TypeScript.
