AI Researcher @ DOST11
Generative Media · VLM & OCR · RAG · Multi-Agent Systems
Incheon National University에서 컴퓨터공학을 전공하고, 현재 DOST11에서 AI Researcher로 일하고 있습니다. 생성형 미디어 모델을 다루고, VLM 파인튜닝(LoRA/QLoRA)과 RAG·멀티 에이전트·MLOps 시스템을 연구합니다. 이론적 엄밀함과 프로덕션 엔지니어링을 함께 추구하는 것을 지향합니다.
AI Researcher at DOST11, currently focused on large-scale generative media pipelines, VLM fine-tuning, and retrieval-augmented multi-agent systems. B.S. in Computer Science & Engineering from Incheon National University. I care equally about research rigor and production-grade engineering.
- Generative Media — Diffusion / video generation, distributed training workflows
- VLM & OCR — Vision-language model fine-tuning, multilingual document understanding
- RAG & Retrieval — Embedding pipelines, vector DBs, evidence-grounded generation
- Multi-Agent Systems — Tool-using agents, MCP, orchestration
- MLOps — LoRA/QLoRA fine-tuning, benchmark harnesses, GPU workflow automation
AI / ML PyTorch · HuggingFace (Transformers, PEFT) · LangChain · LoRA/QLoRA · Diffusion · vLLM · Ollama · ChromaDB · Wandb · OpenAI API · MCP Data & Backend FastAPI · REST · PostgreSQL · Pandas · NumPy · Playwright Infra AWS (EC2) · GCP · Runpod · Docker · Airflow · ComfyUI · Linux · GitHub Actions · n8n Languages Python · SQL · C++ · Bash
| AI Researcher | DOST11 · Sep 2025 – Present |
| ML Engineer (Intern) | KMWorks Inc. · Jan 2024 – Aug 2025 |
| Student Researcher | Modulabs (CV / NLP) · Nov 2022 – May 2023 |
| KATUSA | ROK–US Combined Forces · Nov 2020 – May 2022 |
| B.S. Computer Science & Engineering | Incheon National University · 2018 – 2026 |