Tools, Apps & Initiatives
Developed with the American Board of Pediatrics, this tool uses residents' In-Training Examination (ITE) scores to provide individualized predictions of their likelihood of passing the initial certifying exam on the first attempt. It helps residents and program leaders track progress and make data-informed decisions.
View Project →Led a live session at the UNCG ERM Measurement Lab demonstrating how to design reactive R Shiny dashboards, build dynamic plots, and create interactive data exploration tools. The workshop highlighted practical applications of Shiny for accessible statistical analysis.
A playlist that introduces learners to the fundamentals of coding in Python and R while thoughtfully integrating the evolving role of AI in modern workflows. Serves as an accessible entry point for building programming skills in the age of AI.
Learn More →An R Shiny app that helps students organize, track, and analyze their academic coursework with interactive dashboards and progress analytics. Supports course planning, GPA monitoring, milestone tracking, and seamless export of a personalized Plan of Study.
An R Shiny app that lets you upload your file, select a text column, and instantly explore your data with word frequencies, word clouds, sentiment analysis, and LDA topic modeling. Complete with interactive visuals and downloadable tables/plots.