Vanina Chiarpotti

This workshop will feature deep dive sessions on:

From Design to Optimization: Building Integrated Platforms for Functionalizing De Novo Proteins

• Addressing the unique challenges of producing and testing designed proteins
• Transitioning from designing for functional exploration to designing for optimization
• Coordinating multidisciplinary teams to measure diverse properties and accelerate design-build-test-learn cycles

Building Curated Databases to Fine-Tune Property-Prediction Models for Designed Proteins

• Bridging the wet- and dry-lab divide to prioritize and plan data generation
• Assessing workflow maturity and data quality before model fine-tuning
• Designing curated datasets that support reliable prediction of protein properties