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jdm6457/README.md

About me

👋 Hi, I'm John Moorhead...

Enterprise Solutions Engineer | Principal Architect | CCIE #6457 with 30+ years of experience designing, scaling, and optimizing enterprise infrastructure, hybrid-cloud boundaries, and self-hosted AI automation stacks.

🚀 What I'm Building

  • Local RAG & AI Agent Pipelines: Building air-gapped, privacy-focused automation workflows with local LLMs (qwen2.5), local vector engines (Qdrant), and host embeddings (Ollama).
  • n8n Ecosystem Tools: Engineering automated documentation vector sync engines, public template security scanners, and dual-tool RAG routing architectures.
  • Self-Hosted Infrastructure: Containerized local development stacks (Docker, n8n, Qdrant, Ollama) on custom workstation hardware.

📌 Featured Open Source Projects

🤖 n8n-rag-suite

An air-gapped, local RAG suite featuring a ~10ms GitHub Commit SHA guard, 7-regex secret sanitizer, and an AI Engineering Copilot routing across official n8n docs (~14.6k vectors) and community templates (~749k vectors).

🤗 Dataset Snapshot: Hugging Face 749k Template Vector Seed

⚡ ai-stack-template

Reusable full-stack boilerplate and containerized development template for rapidly scaffolding AI agents, local LLM integrations, and containerized microservices.

🛠️ Core Tech Stack & Capabilities

AI & Automation  │ n8n, LangChain, Qdrant Vector DB, Ollama, Local RAG, Agentic Workflows
Languages & Dev  │ Python, JavaScript/Node.js, React, REST APIs, JSON Processing
Infrastructure   │ Enterprise Networking (CCIE #6457), Docker/Containers, Linux, Self-Hosted Hardware

⚡ Beyond the Terminal

  • 🚤 On the Water: Boating and waterskiing (active with the Golden Triangle Waterski Club).
  • 🔧 Hands-on Mechanical: DIY home improvement, motorcycle restoration & customization, boating projects/maintenance & more.

📫 Let's Connect

Popular repositories Loading

  1. n8n-rag-suite n8n-rag-suite Public

    A fully self-hosted, air-gapped RAG suite for n8n workflows and documentation powered by Qdrant, CUDA-accelerated Ollama, and automated vector syncs.

    Shell 1

  2. jdm6457 jdm6457 Public

    My personal repository

  3. finance-ai-frontend finance-ai-frontend Public

    Frontend UI that shows dashboard and other visual constructs with mock data

    JavaScript

  4. ai-stack-template ai-stack-template Public template

    Fully automated AI development stack with Ollama, n8n, React, and Node.js. One-command deployment with cross-platform support (Linux/macOS/Windows).

    Shell

  5. PracticeExamStudio PracticeExamStudio Public

    Exam engine that uses AI to help parse images, text and files to create banks of questions to practice for certification exams

    TypeScript