Episode: 73 - PANEL DISCUSSION: Near-Term Challenges for AI/ML in Biotherapeutic R&D Artwork

The Chain: Protein Engineering Podcast

The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up-to-date on the newest advancements and to hear the stories that are impacting the world of biologics.

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The Chain: Protein Engineering Podcast

Episode: 73 - PANEL DISCUSSION: Near-Term Challenges for AI/ML in Biotherapeutic R&D

June 10, 2025 • Cambridge Healthtech Institute • Season 2 • Episode 73

June 10, 2025 | This episode of The Chain features a panel discussion from May’s PEGS Boston. Moderated by Peter Tessier, Albert M. Mattocks professor of Pharmaceutical Sciences and Chemical Engineering at the University of Michigan, the panelists include Sarel Fleishman, professor of Biomolecular Sciences at the Weizmann Institute of Science; Kadina Johnston, senior specialist of Discovery Biologics at Merck & Co.; Vincent Ling, chief business officer of Morphocell Technologies; Arvind Rajpal, SVP of Xaira; and Max Vasquez, chief computing officer of Adimab. Together they discuss benchmarking AI/ML methods compared to traditional approaches, development of human-relevant training data, identifying and addressing core challenges in de novo designs, and more.

Links from this episode:

PEGS Boston Conference & Expo

Engineering Bispecific Antibodies

University of Michigan

University of Michigan Chemical Engineering

Weizmann Institute of Science

Scala Biodesign

Merck & Co., Inc.

Morphocell Technologies

Bill & Melinda Gates Foundation

Xaira

Adimab LLC