Dear ItsCheif,
It is not possible to change the TeamViewer ID. Good, that you already changed the password
I recommend you to activate a whitelist on the device under "extras - options - security".
You can put your account on the whitelist and after doing that, the only one who can reach your machine is the account from the whitelist.
Cheers,