Enzymes are nature's catalysts, playing pivotal roles in biochemical reactions. Traditional methods of enzyme engineering, such as directed evolution, can be time-consuming and labor-intensive. Computational enzyme design offers a more efficient alternative by predicting how changes in enzyme structure will affect function. This can lead to the development of enzymes for industrial processes, pharmaceuticals, and environmental applications.