The invention discloses synergistic pharmaceutical composition comprising an antibiotic and sophorolipid, to effectively combat the problem of antibiotic resistance by increasing the permeability of the antibiotic drugs across the outer membrane of bacteria. The sophorolipid being amphiphilic in nature can span through the structurally alike cell membrane and facilitate the entry of antibiotic drug molecules.