This document presents a novel numerical approach for solving odd higher order boundary value problems (BVPs), specifically fifth, seventh, and ninth order linear and nonlinear BVPs. The method uses the Galerkin weighted residual method with Legendre polynomials as basis functions to satisfy the boundary conditions. Matrix formulations are derived for the fifth, seventh, and ninth order cases. Several examples are presented and the results are compared to existing methods to demonstrate the reliability and efficiency of the proposed method.