Whatsapp features E2EE by default, so it is actually one of the reasonably okay options, if Signal is not an option for you.
Now, with regards to running it on your phone, you really have nothing to worry about. All applications on Android are sandboxed and will only gain access to what you allow them via permissions. Nothing else. It's the same for any app.