Many enzymes or fluorescent proteins produced in Escherichia coli are enzymatically active or fluorescent respectively when deposited as inclusion bodies. The occurrence of insoluble but functional protein species with native-like secondary structure indicates that solubility and conformational quality of recombinant proteins are not coincident parameters, and suggests that both properties can be engineered independently. We have here proven this principle by producing elevated yields of a highly fluorescent but insoluble green fluorescent protein (GFP) in a DnaK- background, and further enhancing its solubility through adjusting the growth temperature and GFP gene expression rate. The success of such a two-step approach confirms the independent control of solubility and conformational quality, advocates for new routes towards high quality protein production and intriguingly, proves that high protein yields dramatically compromise the conformational quality of soluble versions.