Get in touch


I'm always excited to take on new projects and collaborate with innovative minds.

Phone Number

+923217211308

Email

connect2umer@gmail.com

LinkedIn

linkedin.com/in/memumerafzal

Address

Lahore, Pakistan

Social

umer@cloud: ~/automations — zsh

automate --with n8n + AI

AI & Workflow Automation

// I turn manual, repetitive operations into reliable automated workflows — built in n8n and supercharged with LLM-powered AI. Connect your tools, eliminate busywork, and ship AI agents that actually do the work.

What I build

Automation & AI integration services

n8n Workflow Automation

Custom n8n workflows — self-hosted or cloud — with complex multi-step logic, error handling, and custom nodes to automate the busywork your team does by hand.

AI Agents & LLM Workflows

LLM-powered automation using the Anthropic & OpenAI APIs — classification, extraction, summarization, and autonomous agents with guardrails and human-in-the-loop checks.

API & SaaS Integrations

Connect the tools you already use — CRMs, Slack, email, Google Workspace, Notion, Airtable, databases — over webhooks and REST/GraphQL APIs.

Data Pipelines & Sync

Scheduled ETL, two-way data sync, and reporting pipelines that keep systems in step and land clean data where you need it.

AI Document Processing

Parse invoices, emails, contracts, and support tickets with AI — turning unstructured documents into structured, actionable data.

Chatbots & AI Assistants

RAG assistants grounded in your private docs, plus support and internal-tooling bots that answer accurately and escalate when needed.

Example automations

Workflows that pay for themselves

New leadAI enrichmentCRMSlack alert
Support ticketLLM triage & tagRoute to teamAuto-reply
Content briefAI draftHuman reviewPublish
Private docsVector indexRAG assistantCited answers
Incoming invoiceAI extractionValidateAccounting + ledger
How it works

From manual to automated, step by step

01

Discovery

Map the manual process, the tools involved, and where the time goes.

02

Design

Design the workflow, pick integrations, and define AI steps and fallbacks.

03

Build

Build and test in n8n with real data, error handling, and retries.

04

Deploy

Deploy self-hosted or cloud, with credentials secured and access controlled.

05

Monitor

Add logging, alerts, and observability so failures surface fast.

Tools & integrations

The stack I automate with

n8nAnthropic ClaudeOpenAILangChainRAGVector DBs (pgvector / Pinecone)PythonDockerWebhooksREST & GraphQLPostgreSQLRedisSlackGoogle WorkspaceNotionAirtableAWS Lambda

Proven impact

70%

reduction in manual ops via event-driven automation pipelines

RAG

assistants grounded in private company data, deployed at scale

11+ yrs

automating infrastructure, pipelines, and operations

FAQ

Common questions

What is n8n and why use it?

n8n is a powerful workflow-automation tool — like Zapier or Make, but open-source and self-hostable. It lets you connect apps and APIs into automated workflows, with no per-task pricing and full control over your data.

Can you self-host n8n on my own infrastructure?

Yes. I deploy and manage self-hosted n8n on your cloud or servers with Docker — keeping your data private and avoiding usage-based cloud fees, with secure credential handling and monitoring built in.

How do you add AI to workflows?

I integrate the Anthropic and OpenAI APIs directly into n8n — for classification, extraction, summarization, drafting, and autonomous agents — with guardrails, validation, and human-in-the-loop steps where it matters.

How do we get started?

Reach out with the process you'd like to automate. We start with a short discovery to scope it, then I design and build the workflow, deploy it, and hand over documentation so your team can run with it.

Have a process worth automating?

Tell me what your team does by hand. I'll show you how n8n and AI can take it off your plate.