Available for new projects

Transforming manual workflows
into intelligent automation.

Mohamed Tamer · AI automation engineer.
I build n8n workflows, Python agents, and self-hosted systems that run so your team doesn't have to.

27+ Workflows built
3+ Years experience
99.9% Avg uptime
3lmagary@homelab — bash
LIVE
CPU
22.0%
Workflows
27 active
Uptime
99.9%
n8n Workflows · AI Agents · Python Automation · Self-Hosted Infra · RAG Systems · Telegram Bots · API Integrations · Docker & Proxmox · n8n Workflows · AI Agents · Python Automation · Self-Hosted Infra · RAG Systems · Telegram Bots · API Integrations · Docker & Proxmox ·

What I build

Four areas.
One goal: less manual work.

Most requested

n8n Workflow Builds

Custom automations for leads, content, support, reporting, and operations — connected to every tool you use.

  • Webhook & API integrations
  • Error handling & retries
  • Telegram, CRM, Sheets, Notion

AI Agent Systems

Agents that answer, classify, summarize, route tasks, and trigger actions safely.

  • RAG & document Q&A
  • Task routing & decisions
  • Human approval steps

Python Automation

Scripts, API adapters, data processors, scraping utilities, and backend tools.

  • Data cleaning & parsing
  • Custom API connectors
  • Scheduled automation jobs

Self-Hosted Infrastructure

Proxmox, Docker, Cloudflare tunnels, backups, and monitoring for teams who want full control over their stack.

  • Docker service setup
  • Cloudflare tunnels
  • Monitoring & backups

Projects

Real systems.
Real results.

AI Agent

Document Research Agent

Upload documents, ask questions, retrieve context, and generate clean summaries or reports automatically.

n8n Python RAG OpenAI
Automation

Sales Operations Flow

New leads turn into categorized tasks, CRM updates, follow-up reminders, and instant team notifications.

n8n CRM Telegram AI
Infrastructure

Self-Hosted Control Stack

Deploy private services, monitor them, protect access, and automate backups with smart alerts.

Proxmox Docker Linux Cloudflare

How it works

Simple. Fast.
Clean delivery.

01

Map the workflow

We define the trigger, inputs, outputs, failure cases, and where AI should help.

02

Build & test

I build the n8n flow, Python logic, integrations, prompts, logs, and alerting.

03

Deploy & hand over

You get the workflow, setup notes, usage guide, and optional ongoing support.

Get in touch

Ready to automate?

Tell me what you repeat every week. I'll suggest the simplest path to automate it.

No spam. Just automation talk.