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8 followers · 4 following
  • POSTECH Institute for Artificial Intelligence
  • Pohang, South Korea
  • 08:25 (UTC +09:00)

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Achievement: QuickdrawAchievement: Pull SharkAchievement: YOLOAchievement: Pair Extraordinaire

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Achievement: QuickdrawAchievement: Pull SharkAchievement: YOLOAchievement: Pair Extraordinaire

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sukoji/README.md
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Profile views GitHub followers Blog

Researcher · POSTECH Institute for Artificial Intelligence · 2026–
Researcher · Human-Centered AI Center (HCAC) · 2024–2025
Human-Centered AI Engineering · Sangmyung University · 2019–2025

Developer and researcher who likes staying close to where agents are going — multi-agent setups, eval harnesses, tool use, the plumbing around all of it. I spend a fair amount of time reading papers, following what actually changes vs. what just got rebranded, and writing small code when I need to see if something holds up.

Human-centered AI background, so I still notice when a system would be hard to trust or use in practice — not just when the benchmark looks good.

Projects

Project Notes
🤝 sympo PRD→WBS multi-agent debate · LangGraph · ablations · human eval
🔬 awesome-self-evolving-agents 90+ papers · misevolution safety · runnable demos
📚 multi-agent-paper-log paper-by-paper TIL on multi-agent LLM systems — orchestration, tools, memory, eval
⚡ token-stack animated token-usage cards for READMEs · local agent logs → SVG + gist, no server
🎯 loadout project-aware Claude Code setup · scan→match→apply MCP/hooks/skills · npx claude-loadout
🗣️ VoxCPM-dialect Gyeongsang dialect TTS · VoxCPM fine-tuning · dialect speech work at PIAI
Earlier work — course projects & practice
Project Notes
🚌 smuAIX-Basic Seoul transit EDA · SMU AI+X Basic
📝 InyroDjangoMentoring Django blog · markdown · comments · auth
💰 wage-recommendation-ml Part-time wage ML · SMU AI+X team project
🧩 programmers-algorithm Programmers Lv.0–2 solutions

GitHub activity

GitHub stats Top languages Agent token usage via token-stack

30-day token activity skyline via token-stack

Contact

Email GitHub PIAI

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  1. awesome-self-evolving-agents awesome-self-evolving-agents Public

    Curated map of self-evolving LLM agents — 145+ papers across 16 topics, four-pathway taxonomy, misevolution safety, and two runnable demos. Every link machine-checked.

    Python 5 3

  2. VoxCPM-dialect VoxCPM-dialect Public

    VoxCPM with Gyeongsang-do dialect synthesized dialogue support

    Python 1

  3. sympo sympo Public

    Multi-agent LLM orchestration for PRD-to-WBS generation with evaluation harness, ablations, and human study.

    Python 2 1

  4. persode persode Public

    Episodic memory-aware journaling agent - official implementation code of Persode (ICES 2025): Ebbinghaus forgetting curve, memory-strength scoring, salience-fused RAG, dual-template journals

    Python