The present invention provides a novel fungal microbe Candida tropicalis having Accession No. MTCC-5158 and an efficient process preparing and using this microbe for the preparing (S)-N,N-dimethyl-3-hydroxy-3-(2-thienyl)-l-propanamine, a key intermediate in the preparation of an antidepressant drug, Duloxetine.