Well, I figured out the problem. It is the oil filter I used. Apprently, there are types of oil filters that has a valve to prevent oil from completely draining out when you shut down the engine. I just recently switched to a Napa silver oil filter that apparently doesn't have that feature. I will now switch back to the my old filter.