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
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.
AI Automation Engineer
Building AI Agents, n8n Workflows, Python Automations & Secure Self-Hosted Infrastructure
27+
Workflows built
3+
Years experience
99.9%
Avg uptime
AI Agent Expert
n8n Automation
CPU
22.0%
Workflows
27 active
n8n Workflows
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AI Agents
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Python Automation
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Self-Hosted Infra
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RAG Systems
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Telegram Bots
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API Integrations
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Docker & Proxmox
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n8n Workflows
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AI Agents
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Python Automation
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Self-Hosted Infra
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RAG Systems
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Telegram Bots
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API Integrations
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Docker & Proxmox
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What I build
Four areas.
One goal: less manual work.
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
Case Studies
Real systems.
Real results.
AI Agent
Document Research Agent
Problem
Analysis teams spent hours reading 50+ page PDFs manually to synthesize reports.
Solution
Autonomous RAG agent built with n8n, Python, Vector databases, and OpenAI API.
Result
82% time saved (from 4 hours to 45 seconds per document)
Automation
Sales Operations Flow
Problem
Leads were dropped or responded to late due to manual CRM entries and fragmented chat notifications.
Solution
Automated lead routing pipeline built with n8n, Hubspot CRM, Telegram Bot API, and OpenAI.
Result
10x response speed (boosted lead response time and conversion rate by 34%)
Infrastructure
HomeLab Secure Gateway
Problem
Accessing multiple internal tools (Proxmox, databases, local services) required exposing open ports, risking attacks.
Solution
Deployed Nginx Proxy Manager and Cloudflare Zero-Trust tunnels on a secure Docker environment.
Result
0 exposed ports (automatic SSL certificates, secure single-domain access)
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.