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English
$
USD
I will build an n8n ai support agent that answers your email using rag
Ghulam-murtaza
About this gig
Your support inbox has the same five questions in it every day, and the answers are already written down somewhere.
I build an n8n agent that reads incoming email, finds the answer in a vector store built from YOUR documents (PDFs, Google Docs, help centre, past tickets), and responds. Confident answers send automatically. Anything uncertain is parked as a draft for a human. You choose where that line sits.
WHAT YOU GET - n8n workflow, built in your account (you own it, no lock-in) - Vector knowledge base from your documents - Gmail / Outlook connection with conversation memory - Confidence gate: auto-send vs human-approved draft - Loom walkthrough so your team can maintain it
WHY ME I do not only build workflows. I write the backends behind them - a 150+ endpoint FastAPI service with Celery/Redis is my work, and I run a school management system in production across 7,000+ students. When your automation needs something n8n has no node for, it becomes an API call instead of a dead end.
Message me with what your inbox looks like and I will tell you honestly whether this is worth automating
Get to know Ghulam-murtaza
Ghulam-murtaza
AI Automation Engineer building n8n agents and custom APIs
- FromPakistan
- Member sinceNov 2025
- Avg. response time1 hour
Languages
English, Urdu
I build AI automation that survives contact with real users.
Most of my work runs in n8n: agents that read a support inbox, answer from a vector store of your own documents, and either reply or leave a draft for a human based on confidence. Chat agents that qualify leads and alert sales. Scheduled content pipelines.
When no-code hits its ceiling, I build the service behind it — a 150+ endpoint FastAPI backend with Celery/Redis, and a school management system running in production across 7,000+ students.
Tell me which process is eating your hours every week.
My Portfolio
FAQ
Will I own the workflow, or is it locked to you?
You own it. I build inside your own n8n or Make.com account, so if we never speak again it keeps running and any developer can edit it.
What if the AI answers something wrong?
That is what the confidence gate is for. Anything the agent is not sure about becomes a draft for a human instead of a sent reply, and you decide where that threshold sits. I would rather it stay quiet than guess.
Do I need to pay for OpenAI, Pinecone or n8n separately?
Yes - those are your accounts and your keys, billed to you directly. Most small setups run a few dollars a month. I will tell you the expected cost before we start.
What if my process needs something n8n cannot do?
write the missing piece as a small API service and your workflow calls it. That is a normal part of my work, not an obstacle.
Can you work with my existing workflows?
Yes. Send the export or add me to the account and I will review it first.
