Projects

Binary and multi-class tumor classification using transfer learning (ResNet152) with PyTorch — strong accuracy on both binary and 6-class tasks.

Hierarchical simulation & R Shiny app studying how luck, talent, risk preferences, and starting capital affect lifetime capital and success. Includes 29 animated visualizations and stepwise nonlinear regression analysis.

Interactive Tableau dashboard visualizing Olympics and GDP data — 270k+ rows and dynamic selectors for rich exploration.