Amplification, contestation, and toxic interactions with protest news: How social upheaval reshapes dynamics between news organisations and their audiences
Digital Journalism
Academic profile
Post-doctoral Researcher in Computational Social ScienceLeiden University
Associate Professor of Public AdministrationUniversidad Diego Portales
Research LeaderOxford Computational Political Science Group
Based in the Netherlands, I hold a DPhil (PhD) in Politics from the University of Oxford. My work bridges the fields of comparative politics, government and computational social science. I build large-scale text-as-data pipelines, deploy AI and machine learning models, and apply causal inference strategies. My recent peer-reviewed articles have appeared in Nature, Social Science Computer Review, Public Opinion Quarterly, World Development, Artificial Intelligence and Law, among others. I regularly present at IPSA, ECPR, EPSA, and COMPTEXT. At ECPR, I serve on the Steering Committee of the Standing Group on Political Methodology.
I am currently working on the Terrorist Group Adaptation & Lessons for Counterterrorism (TERGAP) project, funded by the European Union, to build a new dataset of counterterrorism events, which will help researchers identify patterns of adaptation, examine unintended effects of counterterrorism, and generate evidence to improve global security. In parallel, I contribute to COST Action CA22150 on executive-bureaucratic careers and lead the Enlace-Inserción UDP 2025-2026 project “Unpacking the Unpredictable: Using NLP and LLMs to Examine Cabinet Politics and Responses to Stochastic Events in Presidential Democracies.”
Academic trajectory
Research assessment
I support responsible research assessment that evaluates research on its own merits rather than relying on journal-level metrics as proxies for quality.
Read moreContributor transparency
I support the CRediT taxonomy as a clear way to describe who contributed what to scholarly outputs across fourteen recognised contributor roles.
View the taxonomyNew website
This new site is connected to my Research Dashboard. I am progressively populating the public record, so these indicators provide an approximate snapshot of current coverage.
58 of 64 publications (intended to ingest)
12 of 16 projects (intended to ingest)
52 of 139 conferences (intended to ingest)
27 of 35 times taught (intended to ingest)
Weighted indicator: categories contribute 35/30/15/20 to the overall readiness score.
Research
Digital Journalism
Law & Social Inquiry
Social Science Computer Review
Public Opinion Quarterly
Research portfolio
Current year
Daily net working-hour intensity during 2026.
Working Hours per day
9h 11m on averageCoffee per working day
5.3 on average2026
Conferences
The five most recent/forthcoming public presentations at conferences, workshops, and seminars.
The full current-year roadmap is available in Conferences.