The US criminal justice system focuses on punishment and not reform, "the box" on employment applications makes this patently obvious as does the removal of voting rights for felons. All of this stems from exactly what you mentioned, once convicted you are a criminal, that label follows you and there's little you can do to get rid of it.
The first step to improving any of this is changing deeply held beliefs by our society, and many days it feels like an impossible task.