Giota Kyriakou

Co-Founder InContext.ai

Giota Kyriakou, PhD, is the Founder and Principal of InContext Bio, combining AI with physics based and mechanistic modeling to design and engineer enzymes, biologics, and RNA molecu. Previously, she served as Associate Director at Tessera Therapeutics, where she led computational design efforts in protein and RNA engineering, and spent five years at Cargill building and applying computational molecular design capabilities for industrial enzyme programs. She earned her PhD in Chemical Engineering from the University of Minnesota, where she studied the mechanism of action of antimicrobial peptides using molecular dynamics simulations. She completed her undergraduate studies at Aristotle University of Thessaloniki, where her research focused on oral protein delivery using engineered lipid nanoparticles.

Seminars

Thursday 1st October 2026
From In Silico to Industrial Reality, Translating AI-Designed Enzymes into Scalable, Functional Biocatalysts
9:30 am
  • Understanding where AI-designed enzymes succeed and fail when translated into lab and industrial settings
  • Identify key bottlenecks in experimental validation and how to overcome them
  • Aligning computational predictions with real-world reaction conditions
Giota Kyriakou