This research explores Enhanced Bioprocessing Through Adaptive Enzyme Cascade Optimization (AECO), a novel system leveraging machine learning to dynamically optimize multi-enzyme cascades for recombinant protein production. AECO significantly increases protein yields (projected >30%) by addressing bottlenecks inherent in current semi-empirical...