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16 followers · 16 following
  • Republic of Korea Air Force
  • Seoul, South Korea
  • 08:01 (UTC +09:00)
  • LinkedIn in/euisuh
  • Instagram uiseoya

Achievements

Achievement: Pair Extraordinairex4Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pair Extraordinairex4Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

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euisuh/README.md

Hi, I'm Euisuh 👋

Staff Sergeant · Republic of Korea Air Force (AI-Based Technology Team) · CMU CS '22
AI researcher & software engineer · Published in KOSAP & KSMI · AIxamine founding member at QCRI

What I'm Building

  • 🛫 Runway CV — automated defect detection (crack segmentation, PCI assessment) with Co-DETR + synthetic data pipelines · Published KOSAP 2025
  • 🔬 LLM Safety — backdoor attacks, code poisoning, vulnerability detection · Co-founded AIxamine at QCRI
  • 🎵 Music Tagging GNN — MTGNN: 4.4M-param graph neural network for multi-label music tagging · Accepted KSMI 2026

Publications

Year Paper Venue
2026 Music Tagging Graph Neural Network with Tag Labels KSMI 2026
2025 ROKAF Runway Crack Dataset: Construction and Application of a Large-Scale AI-Based Runway Defect Detection Dataset KOSAP Vol. 1, No. 2
2025 Deep Learning for Pavement Management System: Proposing an Automated Pipeline for PCI Assessment KOSAP Vol. 1, No. 1

GitHub Activity

Tech Stack

Languages

Python JavaScript Dart

AI / ML

PyTorch TensorFlow scikit-learn Pandas NumPy

Backend & Data

FastAPI Django Redis PostgreSQL MongoDB

Frontend & Mobile

React Flutter

DevOps & Cloud

Docker AWS Linux Git

Pinned Loading

  1. CVEFixesUtil CVEFixesUtil Public

    Public CVEfixes dataset processor for vulnerability research and code-LLM security analysis.

    Jupyter Notebook 10 1

  2. carering carering Public

    Air Force Startup Competition entry — CareRing: AI-powered wellness call platform for elderly parents with guardian health reports

    HTML

  3. keyring keyring Public

    Minimal self-hosted TOTP vault: browser-encrypted secrets, Docker deployment, no cloud sync.

    JavaScript

  4. nginx-proxy-manager-mcp nginx-proxy-manager-mcp Public

    MCP server for Nginx Proxy Manager: automate proxy hosts, Let's Encrypt certificates, and access lists from Claude or any MCP client.

    Python