AI Engineer at NHN Corporation, building LLM-powered agentic systems.
- LLM Serving & Infra — vLLM-based model serving with LMCache, MCP server orchestration, content safety (safeguard)
- Agentic AI — LangChain/LangGraph-based enterprise agent with human-in-the-loop interrupt, RAG pipeline, enterprise tool integration (calendar, task, messenger, HR)
- Multilingual NLP — Korean/Japanese text quality, i18n, prompt engineering
- Developer Productivity — Claude Code agent skills, CI/CD automation with GitHub Actions
- Applied NLP Research — clinical NLP, multimodal learning, speech-based diagnostics
- [CHI 2026] Accuracy as Autonomy: How Reliable Information Enables Choice in Wheelchair-Accessible Taxi Services (poster)
- [Interspeech 2025] Synthetic Data Generation for Phrase Break Prediction with Large Language Model (main)
- [NAACL 2024] Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning (long, main)
- [EMNLP 2023] Learning Co-Speech Gesture for Multimodal Aphasia Type Detection (long, main)
- [KDD 2023] Towards Suicide Prevention from Bipolar Disorder with Temporal Symptom-Aware Multitask Learning (long)
- [CLPsych 2024] A Dual-Prompting for Interpretable Mental Health Language Models
- [KCC 2023] A Multilingual Multimodal Model for Diagnosing Dementia
- [KIBME 2023] Toward Natural and Intelligible Speech Synthesis: An Empirical Study on Transfer Learning
Python vLLM LangChain LangGraph PyTorch FastAPI Linux
