Explore the intersection of AI and biotech in this 55-minute podcast episode featuring Pierre Salvy, Head of Engineering at Cambrium. Dive into the world of protein design using advanced AI models, learning how Cambrium is revolutionizing sustainability through innovations like vegan collagen for cosmetics. Discover the potential of lab-grown meats, molecular cheese, and eco-friendly plastics as Salvy discusses the challenges of decoding protein structures and navigating regulatory barriers. Gain insights into Salvy's career trajectory, the evolution of his role at Cambrium, and the company's use of Large Language Models (LLMs) in biomaterials production. Understand the complexities of protein synthesis, large-scale system engineering challenges, and the comparison between LLMs and protein models. Conclude with a vision for eco-friendly products and the potential applications of engineered proteins in various industries.
LLMs in Biomaterials Production - MLOps Podcast #193
Overview
Syllabus
[] Pierre's preferred coffee
[] Takeaways
[] Please like, share, and subscribe to our MLOps channels!
[] Weights and Biases ad
[] Ski story
[] Pierre's career trajectory
[] From employee #2 to hiring a team
[] From employee #2 to head of engineering
[] Uncomfortable things to say essential for growth and effectiveness
[] From biotech to engineering
[] LLMs at Cambrium
[] Slackbot
[] Quick and Easy Solutions
[] Products created at Cambrium
[] Impact of EU Regulation on Cambrium
[] 2nd Biotech Winter
[] Cost of error vs service not working
[] Protein Synthesis and Mutations
[] Large-Scale System Engineering Challenges
[] Expensive Factors in Experiments
[] LLMs vs Protein Models
[] Protein Design with LLMs
[] Eco-Friendly Product Vision
[] Space glue
[] Wrap up
Taught by
MLOps.community
