[] Please like, share, and subscribe to our MLOps channels!
4
[] Weights and Biases ad
5
[] Ski story
6
[] Pierre's career trajectory
7
[] From employee #2 to hiring a team
8
[] From employee #2 to head of engineering
9
[] Uncomfortable things to say essential for growth and effectiveness
10
[] From biotech to engineering
11
[] LLMs at Cambrium
12
[] Slackbot
13
[] Quick and Easy Solutions
14
[] Products created at Cambrium
15
[] Impact of EU Regulation on Cambrium
16
[] 2nd Biotech Winter
17
[] Cost of error vs service not working
18
[] Protein Synthesis and Mutations
19
[] Large-Scale System Engineering Challenges
20
[] Expensive Factors in Experiments
21
[] LLMs vs Protein Models
22
[] Protein Design with LLMs
23
[] Eco-Friendly Product Vision
24
[] Space glue
25
[] Wrap up
Description:
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