The pressure is very very high at the core of a Gas Giant. You can not simply whisk away all of those gases (and liquids further down) to get a rock none planet (as that is what would in theory be left if you did remove all of the gases). Atmosphere Converters can't change the planet type, only the atmosphere. So, they can not do anything with a None-breathing race.
