Mark Zhou — AI Automation Engineer & Independent Builder

Now现在在做

What I'm actively shipping正在推进的项目

PostAll Automated multi-platform content distribution. Open source.全自动多平台内容分发。开源。

🎬

E-commerce Video Pipeline电商引流视频流水线 Fully automated short-video remix pipeline for any niche.全自动短视频二创流水线，适配任意领域。

🔧

JobKit Paste a JD, get the Resume that fits.贴一份 JD，生成最匹配的简历。

1 Day in a Week (1DW) Personal weekly planning app, iOS MVP in progress.个人周规划 app，iOS MVP 进行中。

TAR Engine AI Skill Safety Scoreboard. 3500+ audits deployed.AI 技能安全审计评分板。已部署 3500+ 审计。

📊

AI CTA Autonomous crypto CTA strategy, fully automated execution.自主进化量化策略，覆盖多种市场风格，全自动执行。

Products在做的产品

From open-source CLIs to SaaS — AI products that solve real problems从开源CLI到SaaS，解决真实问题的AI产品

PostAll YouTube→multi-platform content engineYouTube→多平台内容生成引擎 Open Source TAR Engine AI safety audit scoreboardAI安全审计评分板 Open Source

postall-video-pipeline Fully automated short-video remix pipeline for any niche全自动短视频二创流水线，适配任意领域 Production

1 Day in a Week (1DW) Personal weekly planning system, core app of the 4To1 Method个人周规划系统，4To1 Method 核心 app iOS App WeChat Message Digest Smart group-chat briefings + knowledge graph群聊智能简报 + 知识图谱 Open Source AI Comics Studio AI comic creation — beta seats sold out instantlyAI漫画创作，Beta 名额秒光 Beta

AnyLiveVideo2Post Web live-stream recording + Whisper transcription + smart auto-stop网页直播录制 + Whisper 转写 + 智能停录 Production

Quant RAG Quant knowledge base focused on A-shares and Crypto专注A股和Crypto的量化领域知识库 Production

doc-index Per-project documentation PWA generator项目文档 PWA 生成器 Open Source Memory Palace Markdown-native long-term memory for Claude CodeClaude Code 的 markdown-native 长期记忆系统 Open Source single-html-dashboard Zero-dependency single-HTML kanban + GitHub sync零依赖单HTML看板 + GitHub sync Open Source JobKit Paste a JD, get the Resume that fits贴一份 JD，生成最匹配的简历 Production

Content & Community内容矩阵

Multi-platform output — automated production + human publishing多平台输出，背后是自动化生产 + 人工发布

书 Xiaohongshu (Stationery)小红书（文具）咖喱爱学习 ✓ 书 Xiaohongshu (Climbing)小红书（攀岩）马男冰博克 ✓ 书 Xiaohongshu (AI Skill)小红书（AI Skill）AI Skill CreatorAI Skill 创作 ✓ B B站Bilibili ✓ 微 WeChat Official微信公众号duleme123 📱 in LinkedInMark Zhou 🔒 X Twitter/X@xiucat 🔒 ▶ YouTube@markzhou5213 🔒 G GitHub@qingxuantang 🔧 微 WeChat微信markzubeneschamali ✓

Behind the matrix: a fully automated production pipeline with human review. Compliant, detection-aware, multi-account ready. 内容矩阵背后是全自动化生产流水线 + 人工审核发布。合规、反检测、可扩多号。

书

Community: AI Skill on Xiaohongshu社区案例：小红书 AI Skill 分享 Shared AI Skills on Xiaohongshu, built a 230+ member community from scratch.通过在小红书分享 AI Skill，从 0 建立 230+ 人社群。

Quantitative Trading量化 & 长期投资

Independent strategy development, 8yr+ live独立量化策略开发，8年+ 实盘运行

8+ Years multi-strategy live in parallel多策略实盘并行运行

A股 + Crypto dual-market coverage双市场覆盖

24/7 cron orchestration + alertingCron 编排 + 异常告警

Stock-selection alpha +27%/yr (t=5.1)选股 alpha +27%/年 (t=5.1)
With timing overlay: max drawdown -49% → -25%加择时后回撤 -49% → -25%
Strategy types: sector strategies, market-neutral strategies策略类型：分域策略、中性策略
Backtesting & live framework built on classic formulas (e.g. Kelly Criterion)善用经典公式构造回测&实盘框架（如凯利公式）
Strong alpha factor construction, Calmar ratio optimization via position management & parameter sweeps擅长构建 alpha 因子，通过仓位管理和参数覆盖优化卡玛比率
Python quant full-stack
Cloud, 24/7 operation云端 24/7 运行

Strategy details are private. Reach out to talk. 策略细节不公开。如需交流请联系。

Skills & Experience能力范围

Core核心 Python (10yr+)Python（10年+） LLM IntegrationLLM 集成 Agent Workflow DesignAgent 工作流设计 Claude Certified Architect — Foundations (Verified by Credly)Claude 认证架构师（Credly 认证）

Build工程 Audio/Video (Whisper+FFmpeg)音视频（Whisper+FFmpeg） Web Full-stackWeb 全栈 Data Pipelines数据管道 Web Scraping爬虫

Quant量化 Strategy dev · backtest · attribution策略开发 · 回测 · 归因 Market-neutral中性策略 Position sizing / risk control仓位/风控

AI Multi-agent orchestration · RAG多 Agent 编排 · RAG Prompt Engineering Quality gating质检门控

Soft软技能 Bilingual (TEM-8)双语沟通 (TEM-8) Remote Collaboration远程协作 Cross-cultural PM跨文化项目管理

2024–Now

Independent AI Automation Engineer独立 AI 自动化工程师

6+ AI products, from CLI to SaaS6+ AI 产品，从 CLI 到 SaaS

2018–Now

Quantitative Trading System Developer & Life-time Investor量化交易系统开发者 & 终身投资人

Dual-market live 8yr+, fully automated双市场实盘 8yr+，全自动化

2013–Now

Sports Broadcasting Engineer @ CMG体育转播工程师 @ 中央广播电视总台

International-event technical coordination, bilingual PM国际赛事技术协调，双语 PM

RL Scaling

Data annotation / RL scaling contributor数据标注 / RL scaling 参与者

Trae vendor project — adversarial tasks driving frontier models to 0Trae 外包项目（对抗性出题压制前沿模型至 0 分）

Download Resume PDF ↓ 下载简历 PDF ↓

Open Source开源项目

I believe tools should be shared.工具就该拿出来分享。

tar-engine AI skill safety audit scoreboardAI 技能安全审计评分板 Python

postall Cross-platform content distribution CLI跨平台内容分发 CLI Python

doc-index Per-project documentation PWA项目文档 PWA 生成器 Python

single-html-dashboard Zero-dep single-HTML kanban零依赖单 HTML 看板 JavaScript

postall-video-pipeline Automated short-video remix pipeline for any niche全自动短视频二创流水线 WIP

AnyLiveVideo2Post Live recording + Whisper + smart auto-stop直播录制 + Whisper 转写 WIP

View all on GitHub → github.com/qingxuantang在 GitHub 查看全部 → github.com/qingxuantang 🔧

What's Next接下来

Next 3 months近 3 个月

PostAll commercialization — PostAll Pack, first commercial shipPostAll 商业化（PostAll Pack = 首个商业产品）
Content matrix expansion — sport + stationery + multi-account automation内容矩阵扩张（运动 + 笔记本 + 多号自动化）