I am a political scientist and Senior Research Officer (postdoc) at the ESRC Business and Local Government Data Research Centre at University of Essex.
I research legislative politics/legislative institutions with a focus on the European Union. My interests include political negotiations such as the infamous early agreement system in the European Union and its consequences for representation and political power. My work also relates to the determinants of bargaining failure, the consequences of increased politicization of EU politics, parliamentary behavior of Euroskeptic representatives to the European Parliament, and improving measurement methods for concepts such as policy influence and support for integration.
Methodologically, I have a strong focus on machine learining, deep learning and methods for causal inference with observational data. Currently, I participate in a project on using machine learning techniques to better estimate subnational public opinion. Furthermore, I take part in an effort that applies quantitative text analysis to leverage data from open-ended survey questions collected by development organisations, in a project on forecasting conflict escalation from big data, and an analysis of peace agreement texts to identify common strategies of mediators, their success, and determinants of the negotiation agenda.
As part of the mission of the ESRC Business and Local Government Data Research Centre, I instruct members of local government institutions such as law enforcement in R, Python, introductory and advanced statistics. Furthermore, I have experience teaching quantitative methods at undergraduate and postgraduate levels and I advice local government institutions, human rights/civil liberties NGOs and civil society charities on research methodology.