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yeounhyeok/README.md

Yeo Unhyeok · 여운혁

3D Vision · MLOps · Infrastructure

한성대학교 AI응용학과 · Visual Intelligence Lab. 학부연구생

Blog · Email · GitHub · Solved.ac


👋 About

3D Vision 연구와 AI 시스템 엔지니어링에 관심이 있습니다. 모델 설계에서 나아가 API · 인프라 · 물리 디바이스까지 연결해 실제로 동작하는 시스템을 만드는 것을 좋아합니다.

  • 🎓 한성대학교 AI응용학과 · 2023 – Present
  • 🔬 Visual Intelligence Lab. Undergraduate Intern · 2026.03 – Present
  • 🧠 Research: 3D Gaussian Splatting · 3D Reconstruction & Editing · Generative Models
  • ⚙️ Engineering: MLOps · AI Serving · Hybrid Cloud · Resource-Constrained Systems
  • 📚 GPA: 4.38 / 4.5

📊 Problem Solving

백준 Problem Solving - Solved.ac Platinum V

Solved.ac profile

🔬 Research

Visual Intelligence Lab. · Hansung University

Undergraduate Intern · 2026.03 – Present Advisor: Prof. Heeseok Oh

  • 3D Gaussian Splatting
  • 실험 파이프라인 구축, 최적화
  • 4× RTX PRO 6000 Blackwell 연구 서버의 CUDA/PyTorch 개발 환경 표준화 → CUDA 13 Development Container

🚀 Selected Projects

Project Description
MOA Platform 산학협력 개발자 팀 매칭 플랫폼 · AWS 인프라, Terraform/Ansible 자동화, GitHub OIDC 기반 배포 파이프라인 및 Spring Boot API 개발
PAI-Vision Physical AI Vision Pipeline · YOLO 기반 scene perception과 LeRobot 연동, SmolVLA · GR00T · ACT 학습/파인튜닝
Hybrid Cloud Homelab 개인 서비스용 OCI ARM + 저전력 홈서버 기반 Hybrid Cloud · Ansible, Docker, WireGuard/Tailscale, NFS 및 Self-hosted AI/MCP 인프라
OpenClaw Physical Hand Arduino Uno R4 · Home Assistant · OpenClaw를 연동한 센서/서보 기반 Physical Agent 시스템

🌱 Open Source

Project Contribution Status
HKUDS/nanobot Codex provider의 stream idle timeout 설정 일관성 개선 · #4018 ✅ Merged
NousResearch/hermes-agent Unicode-aware response ending detection 및 regression tests 추가 · #70138 🟡 Open

🏆 Honors & Awards

Year Recognition Detail
2026 Top ~7% · 19 / 261 teams AI·SW중심대학 디지털 경진대회 AI부문 · AI Agent Behavior Inference · Team Applied AI · Code
2026 단대최우수장학금
2023 우수한성역량장학금
2021 특별상 공개SW 개발자대회 학생부문 · OpenCV 기반 지능형 출결 시스템

🛠️ Tech Stack

Category Technologies
Languages Python C++
AI & Vision PyTorch CUDA Hugging Face OpenCV YOLO
Backend & Integration FastAPI Spring Boot PostgreSQL WebSocket MCP
Infra & DevOps Docker Terraform Ansible Nginx GitHub Actions
Cloud AWS OCI Cloudflare
Observability Prometheus Grafana Loki
Network & Security WireGuard Tailscale Authentik
Embedded & IoT Arduino Home Assistant

📫 Contact

Pinned Loading

  1. MOA-Crew/iac MOA-Crew/iac Public

    SW-Hub project Infrastructure-as-Code

    HCL

  2. solved-earth/YOLOv5_train solved-earth/YOLOv5_train Public

    [YOLOv5 Model Serving] This repository contains the result of YOLOv5 training data, such as weights of the model, object detection module. They support the API of Solved.Earth. Dataset files are no…

    Python

  3. Yeoun-Homelab-IaC Yeoun-Homelab-IaC Public

    Hybrid Cloud (OCI + Local) infrastructure automation based on Ansible roles.

  4. FacialRecognition-for-AutoClassroom FacialRecognition-for-AutoClassroom Public

    2021 공개SW 특별상 수상작 아카이브 : Facial Recognition model for AutoClassroom using HaarCascade

    Python

  5. BOJWorkspace BOJWorkspace Public

    Personal Dev Container-based C/C++ Workspace for BOJ Problem Solving

    C++