About
I’m a Principal Developer Advocate at MongoDB, where I help developers unlock the power…
Articles by Michael
Activity
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We just shipped Llama 4 on Langbase today. We're excited to announce that AI at Meta’s Llama 4 Scout and Maverick are now available on Langbase…
We just shipped Llama 4 on Langbase today. We're excited to announce that AI at Meta’s Llama 4 Scout and Maverick are now available on Langbase…
Liked by Michael Lynn
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The Search Systems team shipped a major availability enhancement for Vector and Text Search by leveraging S3 on MongoDB Atlas. This is a great…
The Search Systems team shipped a major availability enhancement for Vector and Text Search by leveraging S3 on MongoDB Atlas. This is a great…
Liked by Michael Lynn
Experience
Licenses & Certifications
Volunteer Experience
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Tax Preparer
AARP
- Present 5 years 4 months
Social Services
The AARP Foundation Tax-Aide Program provides free tax assistance to people who are age 60 and older. IRS-certified volunteers provide free assistance and basic income tax return preparation with electronic filing to qualified individuals at community locations across the nation.
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Director, Cooperation with the Professional Community
SOUTHEASTERN PA INTERGROUP ASSOCIATION INC
- 1 year 2 months
Health
Devise, and implement strategies to educate members of the professional community about resources available to help end the suffering associated with addiction and dependence disorders. Speak, and present at colleges and universities in the Philadelphia and surrounding areas delivering details about the CPC program, resources and opportunities.
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Assistant Director, Cooperation with the Professional Community
SOUTHEASTERN PA INTERGROUP ASSOCIATION INC
- 1 year 2 months
Health
Assist in the administration of the Cooperation with the Professional Community mission to educate members of the professional community about the resources available to help end the suffering associated with addiction and dependence disorders.
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Publications
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MongoDB Retrieval Augmented Generation
NPMJS.com
MongoDB-RAG (Retrieval Augmented Generation) is an NPM module that simplifies vector search using MongoDB Atlas. This library enables developers to efficiently perform similarity search, caching, batch processing, and indexing for fast and accurate retrieval of relevant data.
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A Guide to Participating in a Hackathon
MongoDB
Hackathons are about building something awesome in a short amount of time. This guide was created to help you make use of MongoDB tools and avoid a lot of the overhead associated with setting up infrastructure and building API's so that you can begin to quickly get to the part that matters: building your awesome application.
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Create a Data API in 10 Minutes with MongoDB Stitch
Medium
Michael briefly describes the simplicity with which an API can be created leveraging MongoDB Stitch. Accompanying links and embedded content include a video screencast, and a linked GitHub Repository.
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Zen and the Art of Stack Ranking
http://www.mlynn.org/2012/06/zen-and-the-art-of-stack-ranking-with-excel/
This article provides an example of how to implement a stack ranking system that is fact-based and strives to provide a values based approach to such exercises.
Courses
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MongoDB
m101
Projects
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AI Project Mapper
Project Mapper analyzes your codebase and creates a comprehensive knowledge transfer document optimized for Large Language Models (LLMs). This enables AI assistants to quickly understand your project's architecture, components, and patterns, providing more accurate and contextual assistance.
Why Project Mapper?
When working with LLMs on code projects, you face these challenges:
- Token Limitations - LLMs can only process a limited amount of text at once
- Context…Project Mapper analyzes your codebase and creates a comprehensive knowledge transfer document optimized for Large Language Models (LLMs). This enables AI assistants to quickly understand your project's architecture, components, and patterns, providing more accurate and contextual assistance.
Why Project Mapper?
When working with LLMs on code projects, you face these challenges:
- Token Limitations - LLMs can only process a limited amount of text at once
- Context Fragmentation - Sending individual files loses the overall project structure
- Missing Relationships - Dependencies between components are hard to communicate
- Terminology Gaps - Project-specific concepts need explanation
- Project Mapper solves these problems by creating an intelligent summary focused on what matters most: architecture, relationships, and key components. -
Generate Diagrams with AI
This project enables users to generate mermaid diagrams using natural language.
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MongoDB-RAG
MongoDB-RAG (Retrieval Augmented Generation) is an NPM module that simplifies vector search using MongoDB Atlas. This library enables developers to efficiently perform similarity search, caching, batch processing, and indexing for fast and accurate retrieval of relevant data.
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Project Management Template
- Present
This Microsoft Excel project management template was developed as an alternative to Microsoft Project to help manage and communicate the status of projects to key stakeholders.
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The MongoDB Podcast
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The MongoDB Podcast features guest interviews including developers, startups, and founders with Developer Advocates Nic Raboy and Michael Lynn. Learn a bit about new and emerging technology, how to use the various MongoDB products and best practices, how organizations are using MongoDB, and what lead them to choose MongoDB over other databases.
Organizations
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Philadelphia MongoDB User Group
Co-Organizer
- PresentPrimarily responsible for identifying topics, building and delivering presentations in support of the MongoDB User and Potential User population in and around the Philadelphia area.
Recommendations received
3 people have recommended Michael
Join now to viewMore activity by Michael
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Today at 12 PM ET, Building #RAG Applications Using Multimodal Data with MongoDB. Join Apoorva Joshi in a webinar exploring advanced strategies for…
Today at 12 PM ET, Building #RAG Applications Using Multimodal Data with MongoDB. Join Apoorva Joshi in a webinar exploring advanced strategies for…
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