Can I use this on my tumblers?

Casting resins like Deep Pour are designed for thicker layers of coverage. And while you could use it on tumblers, resins with a bit thicker viscosity and shorter curing times (such as UV-Art) are much better suited to the task of creating decorative tumblers.