MINGMING
CODES

Growth Engineer / Growth Hacker / SEO / GEO Specialist and Web Developer, based in Beijing, currently available for work.

Focused on interfaces and experiences, working remotely from Beijing, China.

NDA Protected

Architected and deployed an enterprise-grade Server-Side Google Tag Manager (sGTM) tracking infrastructure. Successfully bypassed Apple Safari's Intelligent Tracking Prevention (ITP) restrictions, extending the lifespan of first-party attribution cookies from 1 day to 2 years using secure HTTP-only configurations. Utilised a custom first-party subdomain proxy for secure data routing, substantially increasing conversion-tracking accuracy and ad platform machine-learning performance.

sGTMITP DefenseCookie InfrastructureData Pipeline

Server-Side sGTM & ITP Tracking Infrastructure

NDA Protected

Executed reverse-engineering research on Large Language Model (LLM) search engines. Built a proprietary 'Semantic Knowledge Graph' content middleware for SaaS. By restructuring the layout into ultra-clean semantic HTML and injecting highly standardised structured data entity markup (Person/Organization/SoftwareApplication), the website's citation and referral rates inside Gemini, Perplexity, and SearchGPT RAG pipelines were significantly maximised.

Semantic WebGEO (Generative Engine Optimisation)Structured DataEntity Mapping

Enterprise GEO & RAG-Search Semantic Entity Mapping

Engineered a custom high-concurrency Python script to map search-intent topology for international niches. Programmatically analysed conversion opportunities across tens of thousands of long-tail keywords. Built an automated pipeline that compiles zero-JS, static 'Topic Clusters' at scale, enabling rapid, cost-effective organic traffic acquisition while avoiding algorithmic doorway-page penalties.

Python ScriptProgrammatic SEOData ScrapingRAG Optimization

Algorithmic Content Scale & pSEO Pipeline Automation

NDA Protected

Cloudflare EdgeLog AnalysisPython ScriptCrawl Budget Optimization

Edge-Level Log File Analysis & Crawl Budget Optimization

COMMITMENTS

I do not peddle vanity metrics. As a Growth Engineer, my code is directly accountable for your bottom-line ROI. I guarantee that every landing page or content pipeline I build will achieve a mobile PageSpeed score of 90+ on Google, with Largest Contentful Paint (LCP) compressed under 1.2s and Interaction to Next Paint (INP) under 10ms

Performance & INP Guarantee

CORE WEB VITALS @ 100% PERF OR ZERO FEES

To protect our clients' competitive advantages—especially their programmatic SEO (pSEO) keyword topologies—I adhere to a strict confidentiality protocol. I do not display active client names or traffic screenshots on the public web. All operational data and system implementations are shielded by robust NDAs to preserve their market dominance.

Confidentiality & NDA Protocol

DATA PROTECTION @ PRIVACY BY DESIGN

In the generative AI search era, websites are read by LLM crawlers before humans. I architect content nodes to be 100% schema-compliant from day one. By generating highly structured data knowledge graphs, I ensure your business entities are perfectly indexed, mapped, and cited as authoritative sources by engines like ChatGPT, Gemini, and Perplexity.

GEO-Ready Content Architecture

AI-SEARCH OPTIMIZATION @ GEO / RAG COMPLIANT

Stop relying on written reviews. Bring your website URL, and let’s do a live, 30-minute private video diagnostic teardown. I will show you exactly where your code clutters are losing you ad spend, and how your Core Web Vitals (INP/LCP) are choking mobile checkout. Let the live diagnostics speak for themselves.

Live Core Web Vitals Audit

UX DIAGNOSTIC @ 10-MIN QUICK RUN

Is your brand invisible to AI search? Book a 30-minute diagnostic session to analyze how LLMs crawl, understand, and cite your brand. We will reverse-engineer your current metadata architecture to see if your product pages are ready for the Gemini and SearchGPT RAG pipelines.

GEO & RAG Citation Test

AI SEARCH READINESS @ SEARCHGPT & GEMINI

Scaling traffic shouldn't drain your marketing budget. Book a 30-minute strategy session, and we will sketch out a programmatic SEO (pSEO) blueprint tailored to your niche. I will show you how to map out 5,000+ transactional long-tail keywords and generate landing pages automatically without triggering search spam filters.

Programmatic SEO Topology

SEO SCALE ENGINE @ 5000+ KEYWORDS GRID

📅 Book a Free 30-Min Discovery Call

My work exists at the intersection of robust web engineering, strategic acquisition, and growth hacking. As a Growth Engineer, I write code to build scalable marketing technology (MarTech) infrastructures and programme data-driven acquisition loops. As an SEO/GEO Specialist, I ensure every web application I architect is search-optimised by default and semantically structured to be indexed by generative AI engines like ChatGPT and Perplexity. Underpinning this is my foundational experience in full-stack web development, enabling me to turn raw performance into a powerful customer acquisition moat.

With a career spanning more than fifteen years in IT infrastructure and 5+ years of exclusive overseas traffic growth, my methodology is validated by hard business metrics. This is evident across my consulting and engineering roles, where I engineered automated Programmatic SEO (pSEO) and content workflows that significantly boosted deployment efficiency and surged organic traffic for SaaS clients. Whether optimising Core Web Vitals to compress LCP, managing multi-channel paid acquisition campaigns, or building interactive 3D WebGL modules via Three.js/R3F, I bridge the gap between deep technical implementation and revenue growth.

I believe that sustainable growth requires flawless alignment between system architecture and user-facing copy. This philosophy is amplified by my diverse background in technical writing and professional translation (EN<>ZH). Leveraging Computer-Aided Translation (CAT) tools, I guarantee that from localisation and UI microcopy to API documentation, communication is always precise and culturally resonant. This commitment to structural and linguistic clarity is what drives my execution with TypeScript, technical SEO auditing, and user growth engineering (UGE) strategies.

I am continuously pushing the boundaries of the creative frontend and automated growth infrastructure—orchestrating autonomous AI Agentic workflows in n8n and architecting server-side tracking pipelines. I am actively seeking a challenging, high-impact Growth Engineering or MarTech-focused role where I can build scalable data pipelines, resolve complex technical bottlenecks, and accelerate commercial growth metrics like DAU/MAU and LTV/CAC. If you are looking for a hybrid engineer who brings system-level thinking to marketing operations, let's build the next generation of the web together.