In this current work, we generalize the recent Pathwise Optimization approach of Desai et al. [11] to Multiple stopping problems. The approach also minimizes the dual bound as in Desai et al. [11] to find the best approximation architecture for the Multiple stopping problem. Though, we establish the convexity of the dual operator, in this setting as well, we cannot directly take advantage of th...