Portfolio
Junyeong Song
Computer Science student bridging AI research and production โ one rebuild at a time.
Hi, I'm Junyeong Song.
I don't just use AI tools โ I rebuild them. Diffusion models, agent harnesses,
RAG pipelines, OCR benchmarks: I build minimal versions from scratch because
that's the fastest way to know exactly where they break and how to fix them.
I'm especially drawn to agentic systems โ how LLMs reason, plan, and coordinate โ
and the gap between what works in a paper and what holds up in practice.
What drives me is the moment a stripped-down prototype teaches me something a paper
didn't. Build small, learn fast, then make it real.
01Education
UNIST
Computer Science and Engineering
2020.03 - PresentMilitary Service
Under Military Service
2022.07 - 2024.01Daegu il Science High School
Physics & Computer Science
2017.03 - 2020.0202Research Interests
03Publications
KorMedMCQA
Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations
arXiv โ04Experiences
Internships
05Projects
LLM Mafia
Multi-Agent Social Deduction Simulator
tiny-agent-harness
Codex/Claude-Style Agent Harness
tiny-chatbot-agent
Dual-Stage Finance RAG Agent
tiny-graph-RAG
Knowledge Graph Retrieval System
Drama Analysis Pipeline
with Multi-Agents
Korean Medical LLM
Specialized LLM for Korean Healthcare
Gomoku MCP Server
MCP-Based Gomoku Game Server with AI vs AI
06Awards & Others
Awards
Graduated 1st and entered UNIST with Unistar Scholarships
Teaching
TA in AI Intro and Programming 1