Make ice cubes by pouring milk into ice cube tray and freezing until solid, about 8 hours.
To make shake: In high-speed blender, blend frozen banana slices, cold brew, vanilla, protein powder, simple syrup and 5-6 milk cubes until creamy. Serve in glass.