James Welch is a researcher and software architect at the University of Oxford, working in the Big Data Institute. He is part of the team building the Thames Valley Secure Data Environment, and also leads development on Mauro Data Mapper – an open source platform for working with data models and transformations. He has been involved in a number of national and international software automation projects, data semantics and interoperability, including the National Data Dictionary.