I began my academic journey in political science, studying human behavior, conflict, and decision-making, before moving toward computational approaches and exploring how machine learning can uncover patterns in complex systems. This path naturally led me to artificial intelligence, and my career has since centered on understanding and shaping how AI is adopted and governed. My research draws on experiments, machine learning, and natural language processing to study how institutions regulate AI. Alongside research, I build AI-powered tools for research, education, libraries, and legal technology. I advocate for AI future that balances innovation with responsible governance.

My work spans four areas: how AI is reshaping higher education, including student attitudes, academic integrity, and institutional adaptation; how AI tools are changing research workflows in academic and legal settings; how institutions regulate AI through governance structures and organizational policy; and how machine learning and large language models can forecast conflict dynamics and policy outcomes.

A conjoint experiment examining how students evaluate AI integration across instructional materials, assessments, and personalized support.
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A survey experiment examining whether accurate and deceptive AI-generated explanations move people toward or away from factual accuracy.
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A computational framework combining ML, transformer-based NLP, and SHAP explainability to forecast whether peace agreements will end armed conflict.
Read more →My projects translate research into working systems. They span AI literacy platforms for academic libraries, retrieval-augmented generation pipelines for research and legal workflows, and interactive tools for mapping AI governance across law schools. These tools are designed for researchers, librarians, legal educators, and higher education professionals navigating the rapid integration of AI into their fields.

A daily AI briefing platform that curates the most significant AI breakthroughs, product releases, and industry stories, cutting through noise to deliver what actually matters.
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Interactive platform mapping how law schools govern generative AI across teaching, research, and professional training environments.
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A learning hub for researchers, librarians, and the broader academic community — AI tools, practical guides, and curated resources for higher education.
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