About

Building AI products that matter.

Co-founder & CTO @ Daedal Games — Building 1M+ games powered by AI.
#1 github Contributions in South Korea

Background

	Experience	Focus
🧬	Neuroscience	Trans-synaptic retrograde signaling research
📚	8 Years Literary Translation	Novels, webtoons, creative content
🔧	3 Years Technical Translation	Documentation, ML papers, technical specs

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AI Coding Agent Usage

Platform	Models	Share	Messages	Tokens	Cost
	5.5 5.6-sol 5.4 +4	██████████████░░░░░░ 68.7%	1,249,051	168.9B	$114,587
	opus-4-7 opus-4-6 opus-4-8 +11	█████░░░░░░░░░░░░░░░ 24.2%	575,911	59.5B	$63,730
	opus-4-7 opus-4-8 opus-4-6 +11	█░░░░░░░░░░░░░░░░░░░ 3.3%	147,747	8.1B	$6,625
	5.5 mimo-v2.5-pro-ultraspeed	█░░░░░░░░░░░░░░░░░░░ 0.4%	54,315	1.1B	$1,170
	5.5 glm-5.2 codex-auto-review	█░░░░░░░░░░░░░░░░░░░ 3.4%	63,364	8.3B	$1,061
	2.5-pro 2.5-flash	█░░░░░░░░░░░░░░░░░░░ 0.0%	19	314.5K	$0.18
Total			2,090,407	245.9B	$187,172

Token Composition

_{Tracked by tokscale | Leaderboard | Auto-updated 2026-08-01}

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Achievements

GPU Hill Climbing Ensemble for NVIDIA Merlin Framework
_{CTR prediction on 10M rows of real financial data (Recommender System)}
📄 Technical Report (EN) | (KR)

Competition Domains

Recommender System CTR Prediction NLP Prompt Engineering Time Series Computer Vision Tabular ML Anomaly Detection

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Open Source Contributions

First Developer got banned/recovered from github by uploading "too many merged PRs" (https://x.com/JunghwanNa8355/status/2046224197672984824?s=20)

Total 1000K+ stars contribution in external public projects.

Auto-refreshed 2026-08-01 via gh CLI (update_oss_contributions.py): 562 PRs merged across 52 curated repos below. Star counts via repos API; merged-PR counts via GraphQL search.

Harness engineering

Project	Description	Stars	Merged	Notes
ouroboros	workflow engine driven by specs instead of prompts	⭐ 5,231	402
oh-my-claudecode	multi-agent orchestration for Claude Code	⭐ 38,219	51
oh-my-codex	hooks, agent teams, and HUDs for Codex CLI	⭐ 32,338	13
zeroclaw	autonomous AI personal assistant infrastructure	⭐ 32,465	5
multica	managed coding-agents platform	⭐ 42,980	4
claude-hud	Claude Code plugin with context/tool HUD	⭐ 26,995	4
nanobot	lightweight personal AI agent	⭐ 46,481	3
camel	multi-agent framework	⭐ 17,519	3
dify	platform for agentic workflow development	⭐ 150,930	2
mempalace	open-source AI memory system	⭐ 57,921	2
Flowise	visual builder for AI agents	⭐ 55,074	2
agno	framework for running agents as production software	⭐ 41,528	2
mastra	TypeScript framework for AI apps and agents	⭐ 26,790	2
OpenHarness	open harness for coding agents	⭐ 15,147	2
GenericAgent	self-evolving generic agent framework	⭐ 13,625	2
omi	AI wearable assistant that sees and listens	⭐ 13,096	2
goclaw	Go rebuild of OpenClaw with multi-tenant agent isolation	⭐ 3,493	2
agent-skills	engineering skills library for coding agents	⭐ 81,152	1
lobehub	multi-agent collaboration space	⭐ 81,007	1
picoclaw	tiny deployable coding agent	⭐ 29,790	1
agentmemory	persistent memory for coding agents	⭐ 26,281	1
haystack	AI orchestration framework for LLM applications	⭐ 26,072	1
oh-my-pi	terminal-native AI coding agent	⭐ 20,907	1
context-mode	context-window optimization for AI coding agents	⭐ 19,524	1
harness	meta-skill that designs domain-specific agent teams	⭐ 8,569	1
osaurus	native macOS runtime for local LLMs	⭐ 7,448	1
Yuxi	multi-tenant agent harness with LightRAG knowledge base	⭐ 6,339	1
XcodeBuildMCP	MCP server for iOS and macOS build tooling	⭐ 6,174	1
awesome-harness-engineering	curated list of harness engineering tools and guides	⭐ 3,728	1
acpx	headless CLI for Agent Client Protocol sessions	⭐ 3,082	1
alphaclaw	setup harness for OpenClaw	⭐ 1,448	1

ML

Project	Description	Stars	Merged	Notes
pytorch-grad-cam	visual explainability for CNNs and vision transformers	⭐ 12,943	7
FootTrafficReport	foot-traffic analytics report project	⭐ 7	5
PyPOTS	toolkit for partially-observed time-series modeling	⭐ 2,041	4
supervision	reusable computer vision tools	⭐ 48,519	3
darts	time-series forecasting library	⭐ 9,479	3
voicebox	open-source AI voice studio	⭐ 47,687	2
marimo	reactive Python notebook for experiments and apps	⭐ 22,175	2
anomalib	anomaly detection library	⭐ 5,995	2
chronos-forecasting	foundation models for time-series forecasting	⭐ 5,670	2
dflash	block-diffusion flash speculative decoding kernels	⭐ 5,554	2
PaddleOCR	OCR toolkit for structured document extraction	⭐ 86,673	1
VoxCPM	tokenizer-free multilingual TTS	⭐ 34,657	1
open_clip	open source CLIP implementation	⭐ 14,035	1
sktime	unified framework for ML on time series	⭐ 9,895	1
gorse	recommender system engine	⭐ 9,774	1
statsforecast	fast statistical and econometric forecasting	⭐ 4,853	1

Other

Project	Description	Stars	Merged	Notes
PLFM_RADAR	10.5 GHz phased-array radar	⭐ 23,123	3
immich	self-hosted photo and video management	⭐ 109,405	1
openscreen	open-source screen demo recorder	⭐ 39,859	1
crawlee	web scraping and browser automation library	⭐ 25,127	1
map-to-poster	map-to-poster generator	⭐ 1,016	1
wacli	WhatsApp CLI	⭐ 2,671	0

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Tech Stack

Languages & ML

Backend & Data

Frontend

DevOps & Testing

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GitHub Stats

_{These cards occasionally fail to render when GitHub's contribution aggregation API returns errors, often after unusually high pull-request activity.}