Yes - you can do that. It's a bit hard though and you will need someone from inside rooting for you in order to become one.
If you're not among those lucky who have people "inside", then your best bet is to follow the PM path by aiming (lower) for an Assistant PM or a Project Coordinator role. You will then evolve into a project manager.
The most important thing is to have the will to become one.