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shaun0927/README.md
shaun0927 - AI/ML Product Builder | CTO @ Rivetta | CEO @ AlphaView

About

Building AI products that matter.

CTO @ Rivetta — Designing context engineering architectures for AI-powered K-webnovel translation. While many claim LLMs have "solved" translation, real-world demands prove otherwise: readers need cultural nuance and domain expertise that raw AI cannot deliver. I architect systems that bridge this gap.

CEO @ AlphaView — AI-driven stock news analysis platform. (Solopreneur)

26.02 Official Launch / Reached MAU 20k


What I Do

Rivetta

CTO — K-Webnovel AI Translation

Translating Korean webnovels for the US market. LLMs alone fail to satisfy readers—lacking domain knowledge and cultural understanding. I design context engineering architectures that deliver translations readers actually want.

AlphaView

CEO — AI Stock Analysis

Building alphaview.kr, an AI-powered platform that analyzes stock news and market signals to help investors make informed decisions.


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

"This domain expertise informs my approach to AI systems that truly understand context—something raw LLMs consistently fail to achieve."


Achievements

Toss NEXT ML Challenge - 1st Place Leaderboard

Toss ML 1st

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



30+ Competitions Dacon Top 0.01% Competition Challenger

Competition Domains

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


Open Source Contributions

171 PRs merged across 42 external projects.

Harness engineering

Project Description Stars Merged Notes
oh-my-claudecode multi-agent orchestration for Claude Code 50
ouroboros workflow engine driven by specs instead of prompts 39
oh-my-codex hooks, agent teams, and HUDs for Codex CLI 13
zeroclaw autonomous AI personal assistant infrastructure 4
multica managed coding-agents platform 4
claude-hud Claude Code plugin with context/tool HUD 4
nanobot lightweight personal AI agent 3
camel multi-agent framework 3
OpenHarness open harness for coding agents 2
goclaw Go rebuild of OpenClaw with multi-tenant agent isolation 2
dify platform for agentic workflow development 2
Flowise visual builder for AI agents 2
agno framework for building and running agentic software at scale 1
mastra TypeScript framework for AI apps and agents 1
lobehub multi-agent collaboration space 1
agent-skills engineering skills library for coding agents 1
agentmemory persistent memory for coding agents 1
GenericAgent self-evolving generic agent framework 1
osaurus native macOS runtime for local LLMs 1
picoclaw tiny deployable coding agent 1
Yuxi multi-tenant agent harness with LightRAG knowledge base 1
oh-my-pi terminal-native AI coding agent 1
alphaclaw setup harness for OpenClaw 1
harness meta-skill that designs domain-specific agent teams 1
awesome-harness-engineering curated list of harness engineering tools and guides 1

ML

Project Description Stars Merged Notes
darts time-series forecasting library 3
supervision reusable computer vision tools 3
dflash block-diffusion flash speculative decoding kernels 2
anomalib anomaly detection library 2
marimo reactive Python notebook for experiments and apps 2
voicebox open-source AI voice studio 2
chronos-forecasting foundation models for time-series forecasting 2
sktime unified framework for ML on time series 1
open_clip open source CLIP implementation 1
statsforecast fast statistical and econometric forecasting 1
gorse recommender system engine 1
VoxCPM tokenizer-free multilingual TTS 1

Other

Project Description Stars Merged
PLFM_RADAR 10.5 GHz phased-array radar 3
wacli WhatsApp CLI 3
immich self-hosted photo and video management 1
crawlee web scraping and browser automation library 1
map-to-poster map-to-poster generator 1

AI Coding Agent Usage

Global Rank Total Cost Tokens

Streak Active Days Avg Daily Best Day Messages Models
PlatformModelsShareMessagesTokensCost
Claude Codeopus-4-5 haiku-4-5 sonnet-4-5 +4███████████████░░░░░ 74.0%332,02630.6B$26,622
Codex CLI5.3-codex 5.3-codex-spark 5.4 +2█████░░░░░░░░░░░░░░░ 26.0%150,72424.8B$9,347
Gemini CLI2.5-pro 2.5-flash█░░░░░░░░░░░░░░░░░░░ 0.0%19314.5K$0.18
Total482,76955.4B$35,969

Token Composition

Cache Read (94.0%25) Cache Write (3.8%25) Input (1.9%25) Output (0.3%25)
Tracked by tokscale | Leaderboard | Auto-updated 2026-04-24

Tech Stack

Languages & ML

Languages & ML

Backend & Data

Backend

Frontend

Frontend

DevOps & Testing

DevOps

GitHub Stats

GitHub Streak Stats
GitHub Profile Summary
Repos per Language Most Commit Language

Pinned Loading

  1. openchrome openchrome Public

    Open-source browser automation MCP server. Control your real Chrome from any AI agent.

    TypeScript 183 29

  2. Q00/ouroboros Q00/ouroboros Public

    Stop prompting. Start specifying.

    Python 2.7k 249

  3. Yeachan-Heo/oh-my-claudecode Yeachan-Heo/oh-my-claudecode Public

    Teams-first Multi-agent orchestration for Claude Code

    TypeScript 31.1k 2.9k

  4. Yeachan-Heo/oh-my-codex Yeachan-Heo/oh-my-codex Public

    OmX - Oh My codeX: Your codex is not alone. Add hooks, agent teams, HUDs, and so much more.

    TypeScript 25.5k 2.1k

  5. opensafari opensafari Public

    Smart. Fast. Parallel. iOS Safari automation MCP server via Xcode Simulator.

    TypeScript 2