Being originally a protein biochemist, I have later turned to the computational side and methods development for macromolecular crystallography. My role in CCP4 Core team is to ensure integrity of CCP4 suite by implementing best continuous integration practices like testing. I am also developing automation solutions like Low-resolution Structure Refinement Pipeline and user advice system for macromolecular refinement in CCP4Cloud.