Predictive and AI-driven protein science at PepTalk 2027

Jan 18–21, 2027 Carlsbad, CA ~1k attendees Website

28 organizations at PepTalk 2027 present work in predictive and ai-driven protein science: 13 suppliers and service providers, 12 drug developers and 3 academic, government and non-profit bodies. Between them they bring 75 presentations to the program. Most represented: AstraZeneca (10 on the program), Genentech (10 on the program), Merck & Co. (8 on the program). As of Oct 17, 2026.

All 166 organizations at PepTalk 2027 →

Format
Top represented
Showing 1–6 of 28 organizations
OrganizationPepTalk 2027 Attendance
AstraZeneca
Cambridge, UK
Large pharma
Global pharmaceutical company developing antibodies, multispecifics and antibody-drug conjugates across oncology, respiratory, immunology and rare diseases.
Chair
Mon Jan 18
8:50am–9:00am
Chairperson's Remarks
SYMPOSIUM: Predictive Protein Production
Talk
Mon Jan 18
9:30am–10:00am
In silico Developability Assessment of Single- and Dual-Chain Antibodies
SYMPOSIUM: Display of Biologics
Talk
Mon Jan 18
11:45am–12:15pm
Predictive Assembly and Purification Schema for Multispecific Biologics Using Integrated AI/ML and Experimental QC Workflows
SYMPOSIUM: Predictive Protein Production
Talk
Tue Jan 19
11:20am–11:50am
Modular Generation of Multispecific Antibodies Using Protein Trans-Splicing
Multispecifics Engineering & Design
Panel
Tue Jan 19
11:50am–12:20pm
Selecting the Optimal Multispecific Format: Engineering Strategies from Discovery to Development
Multispecifics Engineering & Design · with Rondo Therapeutics, Xencor, Eli Lilly +2 more
Chair
Tue Jan 19
1:25pm–1:30pm
Chairperson's Remarks
Recombinant Protein Production - Part 1
Talk
Wed Jan 20
11:10am–11:40am
Lipidic Platforms for Delivery of Complex Membrane Proteins in Lead Generation
Recombinant Protein Production - Part 1
Talk
Thu Jan 21
9:10am–9:40am
Talk
Thu Jan 21
11:50am–12:20pm
Talk
Thu Jan 21
1:40pm–2:00pm
Scaling the Start: High-Throughput Generation of Transfection-Ready DNA and Scalable Workflows for Rapid Antibody Production
Recombinant Protein Production - Part 2 / Tools for Purification and Quality
Talk
Thu Jan 21
2:40pm–3:10pm
Rational Antibody Engineering for Multiparameter Developability Enhancement
Biophysical Methods and Models
Panel
Thu Jan 21
3:00pm–3:40pm
Building Effective Cross-Functional Protein Production Teams
Recombinant Protein Production - Part 2 / Tools for Purification and Quality · with Thomson Instrument Company, UCLA, BioMarin +1 more
Genentech
South San Francisco, CA
Large pharma
Roche Group biotechnology company discovering and developing antibody, peptide and other protein medicines.
Talk
Mon Jan 18
10:00am–10:30am
A Machine-Learning–Enabled Venom Peptide Platform for Rapid Drug Discovery
SYMPOSIUM: Display of Biologics
Talk
Mon Jan 18
11:45am–12:15pm
Development of LRRC15-Binding Disulfide-Constrained Peptides for PET Imaging of Cancer-Associated Fibroblasts
SYMPOSIUM: Peptide Drug Hunting—From Emerging Technologies to Clinical Impact
Talk
Mon Jan 18
4:00pm–4:30pm
Mirror-Image mRNA Display Uncovers Isoform-Selective D-Peptide Macrocycles Targeting a Cryptic KRAS Pocket
SYMPOSIUM: Peptide Drug Hunting—From Emerging Technologies to Clinical Impact
Panel
Mon Jan 18
4:30pm–5:00pm
Breaking Down Silos—Integrating Disciplines to Accelerate Peptide Drug Discovery
SYMPOSIUM: Peptide Drug Hunting—From Emerging Technologies to Clinical Impact · with EPOC Scientific, University of Florida, University of Queensland +1 more
Talk
Tue Jan 19
11:20am–11:50am
De novo Design of Miniprotein Cytokine Mimics Targeting IL4Ra by Combining Diffusion Models, MD Simulations, and Phage Display
Automation in Protein Discovery / Peptide Discovery & Engineering
Predictive and AI-driven protein science
Panel
Tue Jan 19
5:45pm–6:05pm
Women in AI Meet-Up
Plenary · with Novo Nordisk
Chair
Wed Jan 20
8:15am–8:20am
Chairperson's Remarks
Peptide Discovery & Engineering
Talk
Wed Jan 20
9:35am–10:05am
What Does the Future Hold for Antibody "Lab-in-the-Loop" Methods?
Analytical Intelligence
Talk
Wed Jan 20
9:40am–10:05am
Discovery and Characterization of Potent Macrocycle Inhibitors
Peptide Discovery & Engineering
Talk
Wed Jan 20
3:00pm–3:30pm
Merck & Co.
Rahway, NJ
Large pharma
Global pharmaceutical company, called MSD outside the US and Canada, with biologics, vaccines and macrocyclic peptide research.
Talk
Mon Jan 18
10:00am–10:30am
Talk
Tue Jan 19
9:10am–9:40am
Implementing Agentic AI and Autonomous Systems in Analytical Development
Analytical Intelligence
Talk
Tue Jan 19
9:40am–10:10am
Discovery of an NRAS Isoform and Activation-State-Selective Macrocyclic Peptide
Automation in Protein Discovery / Peptide Discovery & Engineering
Chair
Wed Jan 20
8:30am–8:35am
Chairperson's Remarks
Analytical Intelligence
Talk
Wed Jan 20
11:10am–11:40am
Modeling Stability to Support Biotherapeutics Development
Analytical Intelligence
Chair
Wed Jan 20
2:25pm–2:30pm
Chairperson's Remarks
Tools for Purification and Quality
Talk
Wed Jan 20
3:00pm–3:30pm
Talk
Wed Jan 20
3:30pm–4:00pm
Rapid Benchtop ¹H-NMR for Real-Time Monitoring of Purification Performance and Product Quality
Tools for Purification and Quality
Talk
Thu Jan 21
11:50am–12:20pm
Talk
Thu Jan 21
2:55pm–3:20pm
Enabling Oral and Parenteral GLP-1 Delivery through Biophysical and Molecular Characterizations
Peptide Therapeutics: Emerging Modalities & Development
Eli Lilly
Indianapolis, IN
Large pharma
Global pharmaceutical company with peptide, antibody and other medicines in diabetes, obesity, oncology, immunology and neuroscience.
Panel
Tue Jan 19
11:50am–12:20pm
Selecting the Optimal Multispecific Format: Engineering Strategies from Discovery to Development
Multispecifics Engineering & Design · with Rondo Therapeutics, AstraZeneca, Xencor +2 more
Panel
Tue Jan 19
4:55pm–5:25pm
AI's Real Impact on Biologic Drug Discovery: The Honest Scorecard
Plenary · with Novo Nordisk, Prescient Design, Generate Biomedicines
Predictive and AI-driven protein science
Panel
Wed Jan 20
1:20pm–2:15pm
Peptides at the Inflection Point: From Constrained Scaffolds to AI-Designed Clinical Candidates—Where is Peptide Therapeutics Headed?
Plenary · with EPOC Scientific, Unnatural Products, Novo Nordisk +2 more
Peptide discovery and developmentPredictive and AI-driven protein science
Talk
Wed Jan 20
5:40pm–6:10pm
Pfizer
New York, NY
Large pharma
Global pharmaceutical company making medicines and vaccines, with in-house biologics discovery, protein engineering and protein production groups.
Talk
Mon Jan 18
11:15am–11:45am
Miniaturized Site-Specific Platform for Rapid Manufacturability Assessment of Biologic Candidates
SYMPOSIUM: Predictive Protein Production
Talk
Wed Jan 20
8:35am–9:05am
Talk
Wed Jan 20
11:40am–12:10pm
Developing GPCR Production Workflows to Support DNA-Encoded Library Screening
Recombinant Protein Production - Part 1
Novo Nordisk
Bagsværd, Denmark
Large pharma
Danish pharmaceutical company known for insulin and GLP-1 peptide medicines for diabetes and obesity, with protein and peptide discovery research.
Chair
Tue Jan 19
4:20pm–4:25pm
Chairperson's Remarks
Plenary
Panel
Tue Jan 19
4:55pm–5:25pm
AI's Real Impact on Biologic Drug Discovery: The Honest Scorecard
Plenary · with Prescient Design, Eli Lilly, Generate Biomedicines
Predictive and AI-driven protein science
Panel
Tue Jan 19
5:45pm–6:05pm
Women in AI Meet-Up
Plenary · with Genentech
Panel
Wed Jan 20
1:20pm–2:15pm
Peptides at the Inflection Point: From Constrained Scaffolds to AI-Designed Clinical Candidates—Where is Peptide Therapeutics Headed?
Plenary · with EPOC Scientific, Unnatural Products, Chugai Pharmaceutical +2 more
Peptide discovery and developmentPredictive and AI-driven protein science
Talk
Thu Jan 21
3:20pm–3:45pm
From Molecule to Mucosa: Designing Better Peptide Delivery Systems
Peptide Therapeutics: Emerging Modalities & Development

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