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mingmingcodes/README.md

🌐 Language / 语言切换: 🇬🇧 English | 🇨🇳 简体中文

Hi👋, I'm Chris (mingmingcodes), I Code for Growth.

🚀 Core Positioning & Hybrid Skill Matrix

"Using code to scale SEO/GEO, leveraging data to reverse-engineer ASO, and building automation pipelines to power the growth marketing engine."


🎯 Hybrid Role Definitions

  • Growth Engineer
    Translating marketing logic into robust code. Focused on building full-stack marketing infrastructure, automated data pipelines, in-app event tracking, and scaling programmatic SEO (pSEO) with Python and Node.js.
  • Growth Hacker
    Data-driven optimizer of the AARRR funnel. Specializing in rapid A/B testing, user journey mapping, and virality loop design to discover low-cost, high-velocity acquisition channels.
  • SEO & GEO Lead
    Bridging traditional search and generative AI answer engines.
    • Technical SEO: Optimizing site architecture, Core Web Vitals, dynamic rendering, and establishing semantic knowledge graphs using structured JSON-LD data.
    • Generative Engine Optimization (GEO): Optimizing content architecture and entity density to increase brand citation and recommendation shares in AI Search Engines (e.g., Perplexity, ChatGPT Search, Gemini).
  • ASO Specialist
    Driving organic mobile app growth. Focused on App Store and Google Play metadata engineering, keyword mapping, conversion rate optimization (CRO), and competitive intelligence.

🛠️ Core Skills & MarTech Stack

graph TD
    A[Organic Acquisition] --> B[Web Traffic: SEO & GEO]
    A --> C[App Traffic: ASO]
    D[Engineering] --> E[Full-stack: Next.js/React]
    D --> F[Automation & AI: n8n/Actions/Agents]
    G[Growth Hacking] --> H[Tracking: GTM/GA4/SQL]
    G --> I[Conversion: A/B Testing/CRO]
Loading

📊 Growth Technology Classification

Growth Domain Core Tactics Toolbox
Technical SEO / GEO Programmatic SEO (pSEO), JSON-LD Entity Graph, Semantic SEO, SGE Citing Optimization Edge-Rendered SSG Framework, Python (BeautifulSoup/Scrapy), Google Search Console, Technical SEO Tools
ASO (Mobile) Keyword Mapping, App Metadata Engineering, Localization Strategy, CRO AppTweak, MobileAction, Google Play Console, App Store Connect
Automation & AI Automated Content Pipelines, Keyword Clustering Agents, Auto-Report Workflows n8n, Make.com, GitHub Actions, OpenAI API, LangChain
Growth Development Full-stack Landing Pages, Custom MarTech Widgets, Scraping Scripts, Serverless APIs Node.js, Python, TypeScript, Tailwind CSS, PostgreSQL, Vercel
Data & CRO Advanced Tracking, Funnel Visualization, Event-based Attribution, A/B Testing Google Tag Manager (GTM), Google Analytics 4 (GA4), Mixpanel, Hotjar, SQL

⚙️ Technology & Tools Stack

Category Icons / Badges
Growth & MarTech GA4 GTM SEM GEO
Programming Python JavaScript TypeScript SQL
Automation & AI n8n GitHub Actions LangChain

✍️ Latest Experiments & SEO Case Studies


🟩 3D Contribution Graph


⌨️ Contact Terminal

$ curl -s https://api.mingmingcodes.com/contact | json

{
  "website": "mingmingcodes.com",
  "email": "mingmingcodes@gmail.com",
  "twitter": "@mingmingcodes",
  "timezone": "UTC+8 (Available globally for remote work)"
}





🌐 Language / 语言切换: 🇬🇧 English | 🇨🇳 简体中文

你好👋,我是 Chris (明码)。我用代码驱动业务增长。

🚀 核心个人定位与混合技能矩阵

“用代码实现规模化 SEO/GEO,用数据逆向拆解 ASO,构建自动化工作流驱动增长营销引擎。”


🎯 混合职业定位

  • 增长工程师 (Growth Engineer)
    将营销逻辑转化为代码实现。 专注于构建全栈营销基础设施、自动化数据管道(Data Pipelines)、产品内事件埋点追踪,以及利用 Python 和 Node.js 实现规模化内容和流量获取(程序化 SEO - pSEO)。
  • 增长黑客 (Growth Hacker)
    数据驱动的 AARRR 漏斗优化专家。 专注于快速 A/B 测试、用户转化路径分析、病毒传播机制设计,在拉新(Acquisition)和转化(Conversion)环节寻找低成本实现爆发式增长的技术路径。
  • 新一代搜索流量专家 (SEO & GEO Lead)
    打通传统搜索与未来 AI 生成式检索生态。
    • 技术 SEO (Technical SEO):精通网站架构优化、网页核心指标(Core Web Vitals)性能压榨、动态渲染,以及利用 JSON-LD 结构化数据建立搜索引擎知识图谱。
    • 生成式引擎优化 (GEO):针对 AI 搜索引擎(如 Perplexity, ChatGPT Search, Gemini)进行内容架构与实体密度优化,提升品牌在 AI 答复中的提及率与引用权重。
  • ASO 移动应用商店专家 (ASO Specialist)
    移动端自然增长的控盘者。 专注于 App Store 与 Google Play 的元数据工程(Metadata Engineering)、关键词矩阵覆盖、转化率优化(CRO)以及利用技术手段进行竞品关键词监控。

🛠️ 核心技能与 MarTech 武器库

graph TD
    A[全域流量获取] --> B[Web 流量: SEO & GEO]
    A --> C[App 流量: ASO]
    D[技术实现] --> E[全栈开发: Next.js/React]
    D --> F[自动化与AI: n8n/Actions/Agents]
    G[增长黑客] --> H[数据追踪: GTM/GA4/SQL]
    G --> I[漏斗转化: A/B 测试/CRO]
Loading

📊 增长技术栈分类明细

增长板块 核心战术与方法论 落地支撑技术栈
技术SEO / GEO 程序化 SEO (pSEO), JSON-LD 实体图谱, 语义化 SEO, AI检索引用优化 边缘渲染 SSG 框架, Python (BeautifulSoup/Scrapy), Google Search Console, Technical SEO Tools
ASO (移动端优化) 关键词映射, 应用元数据工程, 本地化策略, 转化率优化 (CRO) AppTweak, MobileAction, Google Play Console, App Store Connect
自动化与 AI 增长 自动化内容生产线, 关键词聚类 AI Agent, 自动化报表工作流 n8n, Make.com, GitHub Actions, OpenAI API, LangChain
增长工程开发 全栈 Landing Page 页面开发, 自定义营销组件, 网页爬虫脚本, 无服务器 API Node.js, Python, TypeScript, Tailwind CSS, PostgreSQL, Vercel
数据与转化 高阶追踪埋点, 转化漏斗可视化, 多触点归因分析, A/B 测试 Google Tag Manager (GTM), Google Analytics 4 (GA4), Mixpanel, Hotjar, SQL

⚙️ 增长与开发技术栈

分类 核心技术与营销工具徽章
增长与 MarTech GA4 GTM SEM GEO
编程语言 Python JavaScript TypeScript SQL
自动化与 AI n8n GitHub Actions LangChain

✍️ 最新增长实验与 SEO 案例研究


🟩 三维立体贡献矩阵


⌨️ 命令行联系方式

$ curl -s https://api.mingmingcodes.com/contact | json

{
  "website": "mingmingcodes.com",
  "email": "mingmingcodes@gmail.com",
  "twitter": "@mingmingcodes",
  "timezone": "UTC+8 (提供全球远程工作支持)"
}

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