New developments in digital technologies are enabling scientists to explore novel avenues of engagement beyond face-to-face approaches. "Gamifying" science through the creation of computer games based on scientific research is part of this trend. Recently, the Wellcome Trust held a competitive "hackfest" called "Gamify Your PhD." Six finalists were selected to develop their research into a computer game with the help of professional games developers. I was able to observe this event with the aim of exploring the collaboration between scientists and games developers and observing how science-based computer games can be used to engage the wider public.