Welcome to my consulting services website. I am a Ph.D. candidate using advanced machine learning and statistical models in researching political questions focusing on the international behavior of dictators and threats to democracy. As a Natural Language Processing researcher, I am also fascinated by the latest developments in natural language artificial intelligence. My latest research uses the statistical basis of these large language models, machine learning transformers, on quantitative and qualitative data to explain and predict international behavior of dictators.