This paper reviews the application of OR techniques in the field of banking and finance. The areas covered are maximization of returns in a financial portfolio and the understanding of passive portfolio management with the help of data analysis and case study briefings. The aim of this paper is to highlight the importance of Operations Research in the fields discussed and how mathematical agendas can help in getting a solution to any dynamic problem.