Differently from the design approaches in homo-and heterogeneous catalysis, in this approach to catalysis no mechanistic information on the catalytic reaction is used to optimize the system. The desired catalyst is found by feedback of the informayionobthained by screening into the selection of the bacteria possessing the desired gene sequences.