Extensive image and signal processing experience using both computational and analytic tools.
Skilled coder in Julia and Python. Experience with diverse signal processing problem domains.
Doctor of Philosophy
University of California, Davis |
2014-2022
Applied Mathematics
On Interpreting Scattering Coefficients
Bachelors of Science
University of Wisconsin, Madison |
2009-2014
Mathematics, with honors in the major, Physics, and Computer Science
GGAM Graduate student representative
UC Davis |
2018-2020
Represented the graduate students on the Graduate Group in Applied Mathematics executive committee (the faculty organizing committee).
Student-run Math and Applied Math Seminar
UC Davis |
2017-2019
Co-organized widely attended weekly seminar for graduate student presentations
Davis Math Conference
UC Davis |
2015
Co-organized a 1 day conference for Davis mathematicians, applied mathematicians, and associated departments
GSA Applied Mathematics General Assembly Representative
UC Davis |
2015-2017
Represented the Applied Math Graduate students in the Graduate Student Association General Assembly
Dissertation work advised by Naoki Saito
UC Davis |
2016-2022
classified ocean floor objects such as unexploded ordinance using the Scattering Transformwrote julia packages to perform differentiable parallel and GPU Scattering Transformsadapted Fortran library to generate synthetic sonar examplesused julia autodiff to generate interpretable examples of used Scattering Transform features
Machine Learning Internship
Bell Labs |
Summer 2018
examined the role of depth in convolutional neural networksTensorflow based NN experiments, computing mutual information and differential entropyTheoretical examination of complexity with depth
GSR: Closed-Loop phase-locked Stimulation
UC Davis |
2016-2018
collaborated with a team of 10 graduate students and professorsdeveloped matlab real-time phase estimation methods in a high noise environment for use in brain stimulation techniques
Research Experience for Undergraduates
UW Madison |
Spring 2012
Collaborated with a team of 4 graduate and undergraduate students advised by Professor Andrej Zlatošcharacterized solutions to KPP-reaction diffusion equation using tools from functional analysis
Collaborative Undergraduate Research Lab
UW Madison |
Spring 2012
Studied elliptic curves over finite fieldsworked with a team of 3 undergraduate students as part of a course advised by Professor Melanie Wooddetermined statistical behavior based on computational sampling