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 with a human touch. Open source.有人味的全自动多平台内容分发平台。开源。

AI CTA — Autonomous crypto CTA strategy, fully automated execution.自主加密 CTA 策略，全自动执行。

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。

E-commerce Video Pipeline电商引流视频流水线 — Fully automated short-video remix pipeline, adapts to any theme/product niche. Currently live: climbing sports, stationery/notebooks.全自动短视频二创流水线，自适配任意主题/产品领域。目前已上线：攀岩运动、手账本。

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。

JobKit — AI job-hunt platform, multi-model resume generation.AI求职平台，多模型简历生成。

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 · TAR Engine YouTube→multi-platform content engine + AI safety audit scoreboardYouTube→多平台内容生成引擎 + AI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

AnyVideo2Post 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-talk transcription retrieval Q&A (168 talks)量化分享会转写检索问答（168 篇） 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 AI job-hunt platform, multi-model resume generationAI求职平台，多模型简历生成 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）笔记本号 ✓ 书 Xiaohongshu (Climbing)小红书（攀岩）马男冰博克 ✓ B B站Bilibili ✓ 微 WeChat Official微信公众号WeChat 📱 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。

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 Python (10yr+) LLM Integration Agent Workflow Design Claude Certified Architect (preparing for partner-only exam)Claude Certified Architect（备考 partner-only 考试中）

Build Audio/Video (Whisper+FFmpeg) Web Full-stack Data Pipelines Web Scraping爬虫

Quant量化策略开发 · 回测 · 归因 Market-neutral中性策略仓位/风控

AI 多 Agent 编排 · RAG Prompt Engineering 质检门控

Soft软技能双语沟通 (TEM-8) 远程异步协作跨文化项目管理

2024–Now

Independent AI Automation Engineer

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

2018–Now

Quantitative Trading System Developer & Life-time Investor

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

2013–Now

Sports Broadcasting Engineer @ CMG

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

RL Scaling

Data annotation / RL scaling lead数据标注 / RL scaling 负责人

Trae vendor project lead — adversarial tasks driving frontier models to 0Trae 外包项目负责人（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 scoreboard Python

postall Cross-platform content distribution CLI Python

doc-index Per-project documentation PWA Python

single-html-dashboard Zero-dep single-HTML kanban JavaScript

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

AnyVideo2Post Live recording + Whisper + smart auto-stop直播录制 + Whisper 转写 WIP

View all on GitHub → 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 ship）
Content matrix expansion — sport + stationery + multi-account automation内容矩阵扩张（运动 + 笔记本 + 多号自动化）

Next 12 months近 12 个月

PostAll Pro tier
1DW App Store launch1DW App Store 上线

3–5 yr North Star3-5 年 North Star

(One-line vision — pending)(愿景一句话 — 待补充)

Open to:欢迎交流： AI automation consultingAI 自动化咨询 Quant peer exchange量化 peer 交流 Podcasts / talks播客 / 访谈 / Speaking Remote collaboration远程合作 AI Engineering or Quant full-timeAI 工程 / 量化全职岗位