It's impossible to drill a hole 36" deep on that lathe. Since you say that the distance between centers is 38", I assume that's means with a live center in the tailstock and maybe a spur center in the head stock - at least something reasonably short in both ends.

If you put a Jacobs chuck and a drill bit in either end, you don't have 36" between the centers.