Emotion Analysis in Congressional Communications
Analyzing emotional framing and rhetorical strategies in thousands of congressional email communications using transformer-based models and custom political lexicons.
Research
My work sits at the intersection of computational methods and social systems -- using text, networks, and dynamical models to study how humans communicate and how information propagates.
AI Course Identification Across University Curricula
Mining course catalog data from multiple institutions to track the historical evolution of AI education. Uses semantic similarity and PostgreSQL pipelines to identify and classify AI-adjacent courses across decades.
Mathematical Modeling of Misinformation Dynamics
Adapting epidemiological compartmental models to simulate how misinformation spreads through social networks. Explores parameter sensitivity, network topology, and intervention thresholds.
Campaign Finance Expenditure Visualization
Interactive visualizations of FEC campaign finance data to surface patterns in political spending across election cycles.