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chldsbdud/README.md

Hi, I'm Yun-young Choi πŸ‘‹

"A developer who doesn't stop at implementation β€” I go further with experimentation and validation."

Portfolio Velog Gmail

πŸ™‹β€β™€οΈ About Me

  • πŸŽ“ B.S. in Software Engineering @ Duksung Women's University (2022.02 ~ 2026.08 expected) Β· GPA 3.9/4.5
  • πŸ”¬ Undergraduate Researcher @ DNA Lab β€” AI/ML research, paper writing & presentation
  • πŸ’» Frontend Developer with experience in React, TypeScript, Next.js
  • πŸ€– AI Researcher with hands-on experience in PyTorch, YOLO, ResNet, Multimodal models
  • πŸ“ I approach problems with a hypothesis β†’ experiment β†’ validation mindset

πŸ›  Tech Stack

Frontend

React TypeScript Next.js TailwindCSS React Query

AI / ML

Python PyTorch OpenCV

Backend & Infra

Java Spring Boot AWS Vercel

πŸ“… Timeline

2026
 β”œβ”€β”€ 02  πŸ“„ Paper  Β· Outpainting with multi-aspect-ratio β€” KICS Winter Conference
 └── 08  πŸŽ“ (Expected) B.S. graduation

2025
 β”œβ”€β”€ 12  πŸ”¬ Research Β· Outpainting with QueryOTR extension @ DNA Lab
 β”œβ”€β”€ 10  πŸ† Award   Β· Excellence Prize β€” KUSITMS Γ— LG Electronics Project
 β”œβ”€β”€ 10  πŸ’» Project Β· Onsurvey β€” App-in-Toss survey platform (released & ongoing)
 β”œβ”€β”€ 10  πŸ“„ Paper   Β· YOLOv8s road facility anomaly detection β€” Applied Sciences Accepted
 β”œβ”€β”€ 08  πŸ’Ό ActivityΒ· KUSITMS 32nd Frontend Developer
 β”œβ”€β”€ 06  πŸ“„ Paper   Β· Race classification for kiosk auto language selection β€” KICS Summer Conference
 └── 04  πŸ”¬ ResearchΒ· Multimodal race classification (EfficientNet-B4 + ArcFace) @ DNA Lab

2024
 β”œβ”€β”€ 12  πŸ€– Project Β· Bee disease diagnosis system (ResNet-18, 92.26% accuracy)
 β”œβ”€β”€ 11  πŸ”¬ Joined  Β· DNA Lab as undergraduate researcher
 β”œβ”€β”€ 09  πŸ’» Project Β· INSIDE MIRROR β€” smart mirror with eye tracking & face recognition (Graduation Project)
 └── 03  🦁 ActivityΒ· Likelion Duksung 12th (Frontend)

2022
 └── 02  πŸŽ“ EnrolledΒ· Duksung Women's University, Software Engineering

πŸš€ Featured Projects

Project Description Stack Link
Onsurvey App-in-Toss based survey & segment analysis platform React, TS, React Query, GA4 GitHub
INSIDE MIRROR Smart mirror with eye tracking, face recognition & LLM chatbot React, Spring Boot, Python, WebSocket β€”
LG Lifezip Community activation project β€” proposed Next.js SSR/CSR hybrid Next.js, TS β€”
Graduation Exhibition Site Stable infinite rolling animation for long-running display env React, TS, TailwindCSS GitHub

πŸ“„ Research

Year Title Venue
2026 Outpainting Application for Image Aspect Ratio Correction KICS Winter Conference
2025 YOLOv8s-based Road Facility Anomaly Detection Pipeline Applied Sciences (Accepted)
2025 Race Classification System for Kiosk Auto Language Selection KICS Summer Conference

πŸ† Awards

  • πŸ₯ˆ Excellence Prize β€” KUSITMS Γ— LG Electronics Corporate Project (2025)
  • πŸŽ– Encouragement Prize β€” KICS 2025 Idea Competition (Team Leader)
  • πŸ₯‰ Bronze Prize β€” Duksung Univ. 2024 Startup Competition

Popular repositories Loading

  1. git_tutorial git_tutorial Public

  2. git_session_1 git_session_1 Public

    Forked from 2024-LIKELION-DS/git_session_1

    2024 λ•μ„±μ—¬μžλŒ€ν•™κ΅ Git & GitHub μ„Έμ…˜ μ‹€μŠ΅

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    ν”„λ‘ νŠΈμ—”λ“œ 과제 제좜 레포

    Python

  4. Git_HW Git_HW Public

  5. 2024-Herethon-13 2024-Herethon-13 Public

    Forked from 2024-HERETHON/2024-Herethon-13

    2024 여기톀 : HERETHON 13μ‘°

    Python

  6. dswu_graduation dswu_graduation Public

    HTML