The present invention provides a drug delivery composition comprising sophorolipid to form vesicular system, nano/microparticles and/or emulsion. The method of preparation of niosomes or an oil-in-water emulsion comprising of sophorolipid is disclosed in present invention. Water soluble and water insoluble drugs are incorporated into delivery cargo comprising of sophorolipid.