Bastián González-Bustamante

Bastián González-Bustamante

Post-doctoral Researcher

Leiden University

Based in the Netherlands, I hold dual appointments as an Associate Professor of Public Administration at Universidad Diego Portales and as a post-doctoral researcher in Computational Social Science at Leiden University’s Institute of Public Administration, Faculty of Governance and Global Affairs. I hold a DPhil (PhD) in Politics from the University of Oxford and previously earned an MA in Political Science and a BA in Public Administration and Government from the Universidad de Chile.

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 Social Science Computer Review, Public Opinion Quarterly, World Development, Artificial Intelligence and Law, Government and Opposition, among others. I regularly present at IPSA, ECPR, EPSA and COMPTEXT.

I am currently working on an NWO-funded project that uses Large Language Models (LLMs) to analyse global investment prospectuses and reveal how governance arrangements shape sustainable finance flows. 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.”

In addition to research, I teach the undergraduate course Institutions of Governance and Development at Leiden University College and deliver doctoral lectures on data mining and AI at Universidad Diego Portales.

Interests
  • Comparative politics
  • Ministerial turnover
  • Elites and civil service
  • Machine learning
  • Artificial intelligence
  • Quantitative methods
Education
  • DPhil (PhD) in Politics, 2019-2023

    University of Oxford

  • MA in Political Science, 2010-2013

    Universidad de Chile

  • BA in Government, 2004-2009

    Universidad de Chile

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