This paper presents an accurate numerical method for solving singular initial value problems using the fifth-order Runge-Kutta method. The approach involves transforming a second-order problem into a first-order system and analyzing its stability and convergence. The effectiveness of the method is validated through model examples, demonstrating improvements in accuracy compared to existing methods.