Treasury efficiency lies at the core of any corporation. It symbolizes the efficiency by which entrepreneurship creates economic growth for its stakeholders. In principle, it also pivots entrepreneurs to realize their basic ability of utilizing existing monetary capital. Essentially, for generating returns which cover core economic inflation and benchmark interest rates at the minimum. In this document I try to capture my work. It includes the research undertaken, process involved, the data model, experimental results and application of the model. Furthermore, I also suggest scaling up and application of the same model to different markets solely for the purpose of profit.