$ tree -L 1 ~/projects
In my own workshop, I make useful tools and apps. With the BC Card AX team, I build platforms that bring AI into everyday work.
app/ieum
How children and parents see each other
A family personality app where parents and children answer the same 12 questions and compare their perspectives through 16 animal types. It began with a wish to use technology to bring families closer.
gh/sh2orc/iyagi-term
A terminal for AI coding agents
An open-source terminal for running and coordinating multiple AI coding agents. It preserves Claude Code, Codex and OpenCode sessions so work can continue, with agent resources visible in one place.
gh/sh2orc/iyagi-layout
Split windows into halves, then quarters
Working with multiple agent terminals can make window management a task of its own. This macOS menu-bar app uses ⌥⌘ and arrow keys to split windows into halves, then quarters with another press.
hf/sh2orc
Models and data that understand Korea
I adapt diverse LLMs to Korean language, knowledge, culture and usage contexts, across model families and sizes. I also create and release the datasets they need. Personal work is on sh2orc; the BC Card AX team’s MoAI models and datasets are on BCCard.
$ ls ~/work/bccard
These are the platforms and models I help design and develop as the BC Card AX team leader. They are team projects, presented separately from my personal work.
inference / BC Card
With the AX team, I designed vLLM, FP8 and EAGLE-3 serving on OpenShift AI. SLM Swarm routes across models to serve MoAI LLMs in Paybooc AI.
Presented at Red Hat Summit 2026
agents / BC Card
We built the Open MoAI web portal and MoAI MATE, extending computer use into multi-agent orchestration. MoAI MATE was expanded to 200 developers in September 2026.
POC results before the broader rollout
open models / BCCard
The AX team released MoAI-Privacy-Filter for Korean financial PII detection, MoAI-Embedding and EAGLE-3 draft models. I trained moai-gemma4-31b-mxfp4 using our in-house MXFP4 quantization method.
2026 figures · moai-gemma4-31b-mxfp4: 10th overall and 7th on K-MMLU in the K-Leaderboard, August 2026
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