1) Gene Genie is a tool developed by researchers at the Garvan Institute to allow mining of public gene expression databases for common patterns between independent experiments. 2) The researchers used a design thinking process including defining the problem, empathizing with users, ideating solutions, and testing prototypes. 3) Through stakeholder interviews, the researchers identified pain points with current tools including the time-consuming nature of manual curation and a lack of ability to easily compare and store results.