Building Robust AI Infrastructure for Critical Solutions

Alex Remedios on Enhancing the NHS Early Warning System and Developing Open-Source Tools for MLOps.

SubscribeApple • Spotify • Stitcher • Google • AntennaPod • Podcast Addict • Amazon •  RSS.

Alex Remedios, founder of Treebeardtech, leads a London-based consulting firm dedicated to assisting machine learning teams in constructing dependable, secure, and adaptable cloud infrastructures crucial for delivering business-critical artificial intelligence solutions. In our conversation, we delve into his pivotal role in introducing Ray to the NHS Early Warning System, an innovative platform developed by Faculty that accurately forecasts daily COVID-19 admissions in the UK. Furthermore, we explore contemporary trends in MLOps and AI infrastructure while shedding light on his open-source endeavor, nbmake – a versatile Pytest plugin designed for testing notebooks.

Subscribe to the Gradient Flow Newsletter


Interview highlights – key sections from the video version:

Related content:

If you enjoyed this episode, please support our work by encouraging your friends and colleagues to subscribe to our newsletter:

[1] Ben Lorica is an advisor to Faculty and other startups.