The present disclosure relates to engineered ketoreductase polypeptides and uses thereof for the preparation of &alpha chloroalcohols from &alpha chloroketones. Also provided are polynucleotides encoding the engineered ketoreductase polypeptides and host cells capable of expressing the engineered ketoreductase polypeptides.