Author: Matt Ortiz

Matt Ortiz is a software engineer and technical writer with 11 years of experience building data-intensive applications with Python and MongoDB. He spent six years at Rackspace engineering cloud-hosted database infrastructure, followed by three years at a New York-based fintech startup where he led backend architecture for a real-time transaction processing system built on MongoDB Atlas. Since joining the MongoEngine editorial team in 2025, Matt has expanded his focus to the broader AI developer stack — reviewing coding assistants, vector databases, LLM APIs, RAG frameworks, and image generation tools across hundreds of real-world test scenarios. His writing is read by engineers at companies ranging from early-stage startups to Fortune 500 technology teams. When a tool earns his recommendation, it's because he's used it in production.