Matthew Sharp

Matt Sharp is an engineer, former data scientist, and seasoned technology leader in MLOps. He has led many successful data initiatives for startups and top-tier tech companies alike. Matt specializes in deploying, managing, and scaling machine learning models in production, regardless of what that production setting looks like.

books by Matthew Sharp

LLMs in Production

  • December 2024
  • ISBN 9781633437203
  • 456 pages
  • printed in black & white

LLMs in Production teaches you how to develop an LLMOps plan that can take an AI app smoothly from design to delivery. You’ll learn techniques for preparing an LLM dataset, cost-efficient training hacks like LORA and RLHF, and industry benchmarks for model evaluation. Along the way, you’ll put your new skills to use in three exciting example projects: creating and training a custom LLM, building a VSCode AI coding extension, and deploying a small model to a Raspberry Pi.