I have uninstalled and rebooted several times. Every time I install Recuva on my Windows 10 machine it doesn't open. I see it running in Task Manager but nothing pops up. Any help would be greatly appreciated.
Unfortunately no, it does the same thing.
Does Recuva work in Windows Safe Mode?
If yes, then perhaps another 3rd party driver on your machine may be preventing it from loading.
http://www.digitalcitizen.life/4-ways-boot-safe-mode-windows-10
(use the shift-restart option shown in the link and select safe mode with or without networking)