I designed a very similar thing last year - although the intervalometer is inside the Bluetooth receiver, not the phone. So, you can set it running, and switch the phone off. Never took it to production though.
Sounds great, but I seriously worry how long the batteries will last. Raspberry Pi isn't exactly low power. Been working myself with a Bluetooth LE device that runs code and will run for over a year on a coin cell!