Matthew
Software Engineer
San Francisco, California, United States
Summary
👤
SeniorMatthew M is a senior software engineer specializing in machine learning and generative AI, currently optimizing Horizon AI at Meta with a strong focus on safety and responsible deployment for billions of users. Over eight years of hands-on experience and more than a decade working around ML/AI, he has founded and led an ML consultancy that delivered 50+ offerings and built 100+ pipelines that cut client costs by up to 2,500x in extreme cases. His work spans NLP, computer vision, MLOps, real-time LLM and TTS systems (sub-300ms latency), and retrieval-augmented memory that reduced LLM memory costs by 85% in production. He’s authored an O’Reilly book on trustworthy ML and built bioinformatics and biotech-focused ML tooling, reflecting unusual depth across both enterprise AI and life-science applications. A Bay Area native and former educator/performer, he pairs product-facing engineering—shipable NPCs, in-game AI features that drove measurable engagement—with research-grade infrastructure and privacy-preserving analytics.
8 years of coding experience
Github Skills (5)
speech6
react5
ios4
objective-c4
react-native4
Programming languages (2)
Github contributions (5)
WordsPlease/WordsPleaseApp
Apr 2018 - Feb 2019
A Speech Therapy App for iOS built on React Native
Contributions:28 commits, 19 PRs, 13 pushes in 9 months
objective-creacttherapyreact-nativeios
MatthewWanderers/LeetCodeExercises
Aug 2018 - May 2019
In which I post my solutions to leetcode exercises
Contributions:2 PRs, 35 pushes, 2 branches in 8 months
leetcode-solutionsleetcode
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.