17. Noah Weber - Celeris Therapeutics: MLOps and Degrader Molecule Design

17. Noah Weber - Celeris Therapeutics: MLOps and Degrader Molecule Design

Author: Manuel Pasieka November 27, 2021 Duration: 1:06:39
Austrian Artificial Intelligence Podcast
Technology

# Intro
Noah Weber is the Chief Technology offer at Celeris Therapeutics. Celeris is discovering candidates for targeted protein degradation in silico using Artificial Intelligence, to accelerate drug discovery and find cures for diseases like Alzheimer's.

In the first part of the show, he shares his experience on the importance of good MLOps practices and the importance of cloud solutions for the development of AI products at scale. 

In the second part, we talk about the core technology that Celeris has developed to solve the problem of finding candidates for targeted protein degradation. Noah explains the problem they are solving from a computational perspective and we discuss how they use Bayesian optimization to evaluate and rank candidates in silico, reducing the costs and time for drug discovery.

# References
Noah Weber - https://www.linkedin.com/in/noahweber123
Celeris Therapeutics - https://celeristx.com
AI-driven degrader design - https://www.youtube.com/watch?v=p2OjZ5afyLw
ACIT Podcast with Noah Weber - https://open.spotify.com/episode/61eXYwKpVuj1w8l0fiyEh5?si=n0vKpaXLTNKz0nwIpJaGMw


Hosted by Manuel Pasieka, the Austrian Artificial Intelligence Podcast offers a grounded, local perspective on a global phenomenon. Instead of abstract theorizing, each conversation focuses on the tangible impact and practical applications of AI within Austria's unique ecosystem. You'll hear from a diverse range of guests-researchers, entrepreneurs, policymakers, and creatives-who are actively shaping this landscape, discussing both the remarkable opportunities and the nuanced challenges specific to the region. The discussions delve into how these technologies are being integrated into Austrian industry, academia, and society, moving beyond hype to examine real-world implementation and ethical considerations. This podcast serves as an essential audio forum for anyone in Austria, or with an interest in the European tech scene, looking to understand how artificial intelligence is evolving right here. It’s about the people behind the algorithms and the local stories within a global revolution. For those engaged with the content, questions and suggestions are always welcome at the provided email address.
Author: Language: English Episodes: 73

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