The crash happened at about 4:39 a.m. at an empty lot in the 9227 Indianapolis Boulevard, police said.
Police said a 47-year-old man was driving and for an unknown reason entered the empty lot and crashed into a tree.
After crashing into the tree, police said the Jeep rolled over.
When police arrived they said the driver was found dead.
No other information regarding the crash was available.