Drazin inverse is one of themost significant inverses in the matrix theory, where its computation is an intensive and useful task.The objective of this work is to propose a computationally effective iterative scheme for finding the Drazin inverse.The convergence is investigated analytically by applying a suitable initial matrix.The theoretical discussions are upheld by several experiments showing the stability and convergence of the proposed method.