I have recently recieved my Ph.D. from Monash University, Melbourne Australia where I studied multivariate data visualization, dimension reduction, and nonlinear model interpretability. I am the author two R packages, spinifex and cheem. Spinifex implements user-control of the basis in animated linear projections. Cheem uses this visualization method to explore the interpretability of machine learning models. My thesis is titled Interactive and dynamic visualization of high-dimensional data
Package | CRAN | Pkgdown | Shiny app | GitHub |
---|---|---|---|---|
spinifex | Link | Documentation | Application | Code |
cheem | Link | Documentation | Application | Code |
I had the pleasure of working with the NUMBATS and Immersive Analytics during my studies. Research was conducted in collaboration with Professor Dianne Cook and Professor Kim Marriott.
I have been deepening my appreciation for coffee during my time in Australia. I love dogs and enjoy a good bike ride, comedy, and board games.
Download my cv.
Ph.D. in Information Technology/Statistics, 2022
Monash University
BSc. in Statistics, 2012
Iowa State University