AI Automation Engineer

I build AI automation that runs in production, not demos.

Workflows, AI agents and internal AI workbenches for small teams in e-commerce, content and services. Clear scope, tested with your real data, handed over with docs and a walkthrough video.

Tell me what you do manually today

What I build

Workflow automation

n8n, Make and Zapier workflows that connect your CRM, Gmail, Sheets, Slack or Shopify and remove manual steps, with error alerts and no duplicate records.

AI agents & chatbots

Assistants on OpenAI or Claude grounded in your own documents (RAG), with clear rules for what they must not answer, tested against prompt injection.

Custom AI workbenches

Internal tools that combine data collection, AI processing, human review gates and a dashboard in one place, built as Claude Code plugins, MCP servers and web apps.

E-commerce & media pipelines

Product data cleanup, AI product images and video, listing workflows, and multi-platform publishing with draft-first safety checks.

Systems I have built

Production workbenches I run for my own businesses. Client work is shown without names or private data.

Media automation

AIGC short-video production line

Problem: Producing short dramas by hand took days per episode.
What I built: Trend radar, script and storyboard generation, prompt compilation and render routing across a 4-GPU ComfyUI fleet on the LAN, then editing and automated QA, all from one command.

Claude Code pluginPythonComfyUIMCP

Distribution

Multi-platform publishing service

Problem: Posting the same content to many platforms was slow and error-prone.
What I built: An MCP service and browser extension that fills, schedules and verifies posts on 100+ platforms. Drafts by default, a person clicks publish, and a content safety check runs before every post.

Node.jsChrome MV3MCP

Creative tools

AI music & music-video workbench

Problem: Generating songs and matching music videos meant juggling several web tools.
What I built: A browser extension plus MCP server that lets an agent drive Suno and Douyin music tools from a logged-in browser, followed by lyric review, visual design, video generation and final mixing.

Chrome MV3MCPPythonFFmpeg

E-commerce

E-commerce creative & live-commerce tools

Problem: Ad creatives, product detail pages and live-stream operations all depended on manual work.
What I built: An ad-creative factory, a product detail-page image studio on a local image model, a live-stream copilot browser extension and an ad-video analytics workbench.

Pythonlocal image modelsChrome MV3MCP

Operations

AI digital employees

Problem: Team knowledge lived in people's heads, and decisions were not traceable.
What I built: A role / persona / KPI / decision framework that turns a job into an AI agent, with a decision log, outcome attribution and two-track quality checks.

Claude Code pluginPython

Content

Content & monetization workbench

Problem: Research-heavy articles took too long and were hard to keep accurate.
What I built: Signal collection, opportunity scoring with an evidence ladder, drafting, multi-agent fact checking and review, multi-platform adaptation, layout, publishing and SEO / GEO tracking.

Claude Code pluginPythonMCPOpenAI image API

How we work together

1. Outcome first

A short call or message to agree on the result you need and how we will measure it.

2. Written scope

What is included, what is not, and acceptance criteria you can test. Fixed price or an hourly estimate.

3. Build & test

Built with your real sample data, checked against a QA list, including failure cases and secrets handling.

4. Handover

Documentation, a walkthrough video, and an account / credentials list so your team owns and can adjust it.

FAQ

What tools do you work with?

n8n, Make, Zapier, Python, Node.js, OpenAI and Claude APIs, LangChain-style RAG, MCP servers, Chrome extensions, ComfyUI and common SaaS APIs such as Google Workspace, Slack, Airtable and Shopify.

Do you work with small budgets?

Yes. Many projects start as a small paid scoping task, so you see a working piece before committing to more.

How do you handle my accounts and API keys?

Keys stay in your platform's credential manager or your own environment variables. I never ask for passwords over chat, and they are never written into code or deliverables.

Where are you based?

Shenzhen, China. I work remotely with clients worldwide and communicate in written English.

Start with one workflow

Send me what you are doing manually today. I will reply with what can be automated, how I would test it, and a rough price.

jkk059656@gmail.com