Co-authors
4
list available
Resume (English only)
Academic Achievements
- Published 65 research outputs between 2004 and 2025. Received at least one prize.
Research Experience
- Research Fellow at the Credit Research Centre, University of Edinburgh (2007-2010); Senior Lecturer at Imperial College London (2010-2019), teaching quantitative methods in retail finance; Professor in Computer Science at the University of Nottingham Ningbo China (since 2019).
Education
- PhD in Machine Learning from Royal Holloway, University of London (2006).
Background
- Research Interests: Application of statistical models and machine learning to consumer credit risk, with particular interest in model risk, dynamic survival models and expected loss estimation. Optimization with non-parametric learning algorithms. Reliable prediction through conformal predictors.
Miscellany
- Teaching: COMP1046: Mathematics for Computer Scientists (Autumn Semester); COMP3056: Professional Ethics in Computing (Autumn Semester). External Position: Director at Validate AI CIC UK (since Oct 2019).