Researched and implemented Bayesian optimization for black-box function optimization, developing interactive 2D/3D visualizations of surrogate and acquisition functions. Built hyperparameter tuning methods for Gaussian process kernels and collaborated with PhD mentors on applying Bayesian optimization with mean fields in research.