Matthias Bayer
AI Architect at Toptal
Munich, Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolMatthias Bayer is a Munich-based software engineer and CEO with 12+ years building scalable web and ML systems, currently leading AI/ML consulting through M21 Technologies while holding senior engineering roles at Toptal, A.Team and several AI-focused startups. He specializes in TypeScript and React across server, browser and mobile platforms, and has deep experience designing data pipelines and privacy-first conversational AI for regulated domains like healthcare. Matthias has repeatedly moved projects from prototype to production—architecting LLM infrastructure, real-time WebRTC delivery networks, and high-throughput ML data platforms for autonomous systems. Notably, he combines hands-on engineering with product and company leadership, having founded core AI features at Concierge AI and driven AI-powered content generation at Owner.com. His background spans full-stack engineering, devops at global scale, and published research on peer-to-peer media delivery, reflecting a mix of practical execution and technical curiosity.
12 years of coding experience
10 years of employment as a software developer
Bachelor of Science - BS Computer Science, Bachelor of Science - BS Computer Science at Middlesex UniversityMaster of Science - MS Computer Science, Master of Science - MS Computer Science at Wilhelm Büchner Hochschule
German, English
Stackoverflow
1,169reputation
35kreached
6answers
7questions
Github Skills (83)
language-model10
javascript10
generative-ai10
gemini10
artificial-intelligence10
macos-sierra10
typescript10
vue10
svelte10
nextjs10
openai10
anthropic10
react10
ai9
postgresql9
Programming languages (8)
Github contributions (5)
matthiasbayer/BayerJsonApiBundle
May 2015 - Nov 2019
Symfony2 integration bundle for the json-api library
Contributions:2 releases, 1 PR, 15 pushes in 4 years 6 months
json-apisymfony
matthiasbayer/datadog-client
Jan 2015 - Nov 2022
Standalone DataDog PHP Client, works without datadog agent
Contributions:1 release, 1 PR, 1 push in 7 years 10 months
datadogphp
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.