About
I am a Postdoctoral Researcher in the Policy, Politics, and Society group at Erasmus University Rotterdam.
I earned my Ph.D. in Public Policy & Political Economy from the University of Texas at Dallas in 2024. My foundational work on computational methods for political science was developed in close collaboration with Dr. Patrick T. Brandt through the NSF-funded ConfliBERT project. My research applies methods from Computational Social Science to address substantive questions in Digital Governance, particularly online censorship, and the dynamics of Democratic Backsliding.
As a researcher on the TWIN4DEM project, I work with Clara Egger and Asya Zhelyazkova to develop machine learning frameworks for modeling democratic processes. My role involves building the technical core for ‘digital twins’—advanced simulations used to analyze the causes of democratic erosion, such as executive aggrandizement, and to assess institutional resilience.
My research in this area focuses on how different regimes implement internet control. I analyze everything from subtle content moderation in democracies to overt filtering and internet blackouts in autocracies, with a core focus on the concept of Digital Sovereignty.
I build and apply specialized language models to study political phenomena. This work, stemming from my contributions to the NSF-funded ConfliBERT and ConflLlama projects, leverages NLP and reinforcement learning to create structured data from unstructured text, primarily in the domain of political conflict.
My work in IPE examines the politics of international cooperation and withdrawal. I use network analysis and quantitative methods to study why countries exit bilateral investment treaties and the cascading effects of withdrawals from international organizations.
Methodologically, I specialize in computational text analysis, reinforcement learning, and the application of LLMs to political science research in HPC environments.