AI Engineering & Automation
Omnichannel AI Agent & Workflow Platform
Multi-agent automation system connecting messaging channels, local LLM orchestration (Ollama), cloud AI models, and GitHub repository synchronization.
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01 — Visual
02 — Impact
Multi-ChannelRouting
100%Local AI Privacy
AutomatedGit Sync
03 — Identify Vector
The Challenge
Designed an autonomous multi-agent orchestration architecture. Incorporates N8n workflows for message routing across WhatsApp, Instagram, and Messenger; local LLM deployment (Ollama) for privacy-conscious data processing; cloud GLM-5 integration for complex reasoning; and automated GitHub workflow YAMLs for multi-repo sync.
04 — System Architecture
N8n Workflows
Ollama
Python
GitHub Actions
REST APIs