Quantum Hamilton Jacobi Method was proposed originally proposed as a scheme to compute energy eigenvalues without need to solve the Schrodinger equation for the wave function first. Since its original formulation, it has been applied to a variety of problems. Important results in the formalism and recent results a will be summarized. Some further possible directions of research are indicated.