FIG. 1 is a top perspective view of my new design for a food waste drying machine; FIG. 2 is a front-side view thereof; FIG. 3 is a rear-side view thereof; FIG. 4 is a left-side view thereof; FIG. 5 is a top-side view thereof; and, FIG. 6 is a bottom-side view thereof.