Hotel customer value predictor
Performing regression and classification on a simulated dataset to predict customer value. This project has also been made production-ready with AzureML and Kubernetes.
Bachelor's
University-issued projects created to learn and practise standard data science techniques.
GitHub
Strategy & simulation
Strategy games provide vast simulated environments with rich data covering economies, warfare, populations, and more. Their detail and high-throughput data make them ideal environments for machine learning experiments.
EU4 Province Value Estimator
Collection of province data from both the EU4 source code and real multiplayer save files to train a regression model on 'province value' based on player behavior.