Joel Karpiak

Company: GSK
Job title: Head, Protein Design & Informatics
Seminars:
Panel Discussion: Using Deep & Machine Learning Methods to Develop & Optimize Therapeutic Anti-bodies 9:30 am
Revealing the pillars for ML-based optimization of therapeutic antibodies Outlining recent progress in the application of ML methods for antibody optimization Comparing organizational strategies for developing optimal therapeutic antibodiesRead more
day: Day Two
Exploring a Theoretical Framework to Guide De Novo Biologic Design 3:00 pm
Task 1: Given the antigen sequence, can you set the sequence motif of the antibody to make a reliable prediction on whether a particular antibody would bind to this antigen? Task 2: Given an antibody sequence, can you identify the most likely epitope on a particular antigen if you already know that this antibody binds…Read more
day: Day One