I'm interested in the interactions of individuals with data-intensive systems such as physical activity tracking ecosystems and information dashboards. To extract actionable understanding from interaction data, I work on creating human-centred methods, tools and pipelines that facilitate wrangling and pattern mining of behavioural data to ultimately create computational user models of interest, engagement, interaction barriers or knowledge acquisition.