He has a PhD in Computer Science from the University of Aberdeen. His area of interest was multi-agent systems, with a focus on computational models of Trust and Reputation. He continues to explore these techniques, and a number of techniques from Machine Learning and Statistics, in contexts of Open Science and Bioinformatics.