IMPROVING THE ENZYMATIC SYNTHESIS OF SEMI-SYNTHETIC BETA-LACTAM ANTIBIOTICS VIA REACTION ENGINEERING AND DATA-DRIVEN PROTEIN ENGINEERING A Dissertation Presented to The Academic Faculty By Andria Lynn Deaguero In Partial Fulfillment Of the Requirements for the Degree Doctor of Philosophy in the School of Chemical & Biomolecular Engineering Georgia Institute of Technology December 2011