FIG. 1 is a perspective view of a low profile storage pouch showing my new design; FIG. 2 is a front side elevational view thereof; FIG. 3 is a right side view thereof; FIG. 4 is a left side view thereof; and, FIG. 5 is a top plan view thereof. The broken lines represent stitching and are part of the claimed design.