In traditional systems and methods, to provide infrastructure, a plurality of data models needs to be created individually for each of the respective cloud or container technologies. The creation of data models is complex, time consuming, and has tight coupling with the Infra provider, resulting in vendor lock-in. Embodiments of the present disclosure, implements method of generating a model descriptor corresponding to plurality of specifications by (a) receiving, at a reverse transformation layer, a specific model descriptor as an input for a required target platform; (b) generating, by a common model descriptor generator, a common model descriptor based on a reverse transformation, wherein the reverse transformation comprising step of detecting supported platform by scanning the inputted specific model descriptor and invokes a specific reverse transformer; and (c) transforming, by a forward transformation layer, the common model descriptor to multiple model descriptors by invoking a plurality of transformers