Accelerating Protein Engineering with Open-Source AI Tools & Machine Learning-Guided Directed Evolution

  • Understand how accessible AI-driven platforms are enabling faster and more efficient enzyme optimization without extensive coding expertise
  • Explore strategies for combining sequence-based, structure-based, and coevolutionary models to improve multiple enzyme properties like expression, activity, and stability
  • Learn how computationally guided workflows are reducing screening burden and accelerating biocatalyst development for scalable manufacturing applications