Projects
Selected applied work across data science, causal inference, Bayesian modeling, and web development.
Debt Settlement App
Full-stack prototype for tracking shared expenses, calculating balances, and simplifying debt settlement between users.
Modelling Uncertainty with Bayesian Neural Networks
Tutorial and implementation of Bayesian neural networks, with a focus on predictive uncertainty in energy demand forecasting.
LDA Topic Modeling for Fake News Detection
Application of LDA topic modeling to the LIAR dataset to explore how themes and language patterns relate to fact-checking labels.
Hierarchical Bayesian Modeling of Violence in Colombia
Research on the relationship between economic development and violence in Colombia using hierarchical Bayesian models.