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Michael Lynn | Principal Developer Advocate @ MongoDB

πŸ‘‹ Welcome to My GitHub!

I’m a Principal Developer Advocate at MongoDB, focused on helping developers build modern applications with AI, vector search, and database technologies. I specialize in developer enablement, technical education, and hands-on workshops that bring MongoDB’s capabilities to life.


πŸš€ What I’m Working On

  • πŸ”Ή Developer Enablement – Creating resources for MongoDB users to master data modeling, aggregation, and AI-powered applications.
  • πŸ”Ή AI & Vector Search – Exploring AI use cases with RAG (Retrieval-Augmented Generation), vector search, and AI-powered assistants.
  • πŸ”Ή Open Source & Sample Projects – Building sample applications, boilerplate projects, and labs for developers to experiment with.
  • πŸ”Ή MongoDB Developer Days – Designing engaging technical workshops to help developers improve their MongoDB skills.
  • πŸ”Ή AI Assistants – Developing AI-powered tools for knowledge management, recruitment, and gamified learning.
  • πŸ”— View More Projects

πŸ› οΈ Technologies & Tools

  • πŸ’Ύ Databases: MongoDB, Atlas Vector Search, PostgreSQL (when necessary)
  • πŸ“‘ Backend: Node.js, Express.js, Python (Flask)
  • 🎨 Frontend: React, React Native, Tailwind CSS
  • βš™οΈ DevOps: GitHub Actions, Vercel, Terraform (for MongoDB deployments)
  • 🧠 AI & ML: OpenAI API, GPT-NeoX, RAG-based systems
  • πŸ”— View More Experience

🎀 Speaking & Writing

I deliver technical talks, workshops, and blog content on MongoDB, AI, and modern application development. Some highlights:

  • 🟒 AWS re:Invent – Lightning talk on the Evolution of Data to Intelligence
  • 🟒 MongoDB Developer Days – Hands-on training sessions for developers
  • 🟒 GitHub Blog – Writing about AI, vector search, and database best practices
  • πŸ”— View More Speaking Engagements

🌱 Fun Projects & Experiments

  • πŸ€– NetPad.io - An AI-Powered, AI Agentic Workflow Diagraming and builder. Build Agents... agent workflows visually. https://netpad.io
  • πŸ•΅οΈ AI-Powered Recruiting Assistant – A tool that enhances job matching with AI.
  • πŸ“Œ SA Enablement Dashboard – A system for tracking SA training progress.
  • πŸ” Fraud Detection in Banking – A sample app demonstrating fraud detection with MongoDB - [MongoDBank.com(https://mongodbank.vercel.app)
  • πŸ’¬ DeepDJT - Chat with AI POTUS
  • πŸ†’ MermaidGPT - Build Mermaid Diagrams with descriptive statements
  • πŸ—ΊοΈ AI Project Mapper - Generate LLM-friendly project summaries to help AI assistants understand your codebase.
  • 🧠 MongoDB-RAG - This library enables developers to efficiently perform similarity search, caching, batch processing, and indexing for fast and accurate retrieval of relevant data.
  • πŸ”— View More Projects

πŸ“¬ Connect With Me

  • πŸ’Ό LinkedIn
  • 🐦 Twitter/X
  • πŸ“§ Reach me via GitHub Discussions or Issues!

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