You'd need your phone not to be linked to your id. Ideally without an IMEI number (if that's possible). You would have to make sure your email, social media BANKING on your phone were totally anonymou...
Lose the baseband and bluetooth chips, 2.4Ghz WiFi / cable only should be the norm for privacy “phones”