It is extremely rare to have complete infertility after depo. Also it is very rare that depo would cause miscarriage after the drug is out of your system. If you are having your menstrual cycle then depo itself has most likely not affected your fertility, but that doesn't mean that another issue is not to blame. I would see your doctor to see about possible causes and solutions.