Go to Menu → Settings → Log Out. Note this will only log you out of the app. Your profile and chats will still be live and showing to other members.
To remove your profile and disappear from our service go to Menu → Settings → Deactivate instead.
Should you ever wish to return, simply Log In again and your profile and matches will be fully restored.