AI Agent & Automation Engineering (n8n, Python, LLMs) by Omar ShammaAI Agent & Automation Engineering (n8n, Python, LLMs) by Omar Shamma
AI Agent & Automation Engineering (n8n, Python, LLMs)Omar Shamma
Cover image for AI Agent & Automation Engineering (n8n, Python, LLMs)
I build production AI agents and automation systems end to end - not prototypes.
What I deliver: multi-agent LLM systems with permission-scoped data access and schema-validated outputs; n8n workflow automation (self-hosted or cloud) that runs unattended; RAG pipelines and MCP tool integrations; web scraping and data pipelines with SHA-256 audit hashing; API integrations across Microsoft Graph, Zoho CRM, Gmail and REST or GraphQL.
Recent work includes 11 of a 16-agent AI layer plus the shared TypeScript runtime it runs on, built for a bilingual rail incident-management system; and an autonomous email-triage pipeline that classifies and routes inbound mail in 15-30 seconds through a self-hosted LLM with zero customer-data egress, behind a five-layer security stack.
Stack: Python, TypeScript/Node, Next.js/React, SQL, n8n, Docker, Claude/GPT/Ollama. Remote, US-based.
Starting at$50 /hr
Tags
N8N
Artificial Intellgence
Service provided by
Omar Shamma proWindsor Locks, USA
AI Agent & Automation Engineering (n8n, Python, LLMs)Omar Shamma
Starting at$50 /hr
Tags
N8N
Artificial Intellgence
Cover image for AI Agent & Automation Engineering (n8n, Python, LLMs)
I build production AI agents and automation systems end to end - not prototypes.
What I deliver: multi-agent LLM systems with permission-scoped data access and schema-validated outputs; n8n workflow automation (self-hosted or cloud) that runs unattended; RAG pipelines and MCP tool integrations; web scraping and data pipelines with SHA-256 audit hashing; API integrations across Microsoft Graph, Zoho CRM, Gmail and REST or GraphQL.
Recent work includes 11 of a 16-agent AI layer plus the shared TypeScript runtime it runs on, built for a bilingual rail incident-management system; and an autonomous email-triage pipeline that classifies and routes inbound mail in 15-30 seconds through a self-hosted LLM with zero customer-data egress, behind a five-layer security stack.
Stack: Python, TypeScript/Node, Next.js/React, SQL, n8n, Docker, Claude/GPT/Ollama. Remote, US-based.
$50 /hr