No I don't think it makes a difference, I roll on my right because I guess I'm right-handed.
Its about what you prefer. as long as you are going from your left shoulder to your right hip, you should be fine. have fun training!
You need to be rolling diagonal across your spine. So if you start on your left shoulder, you need toend up on your right hip. That's the point of the roll.