Proper Pixel Art
Tools for generating and cleaning up pixel art imagery.
Hi, I'm
Dr. Kenneth Allen.
Portfolio
YGO Small World
Graph-theoretic analysis of the Yu-Gi-Oh! card "Small World".
Santorini Multi-Agent RL
AlphaZero self-play reinforcement learning for the board game Santorini, playable in-browser.
CUR Dynamic Mode Decomposition
Dynamic mode decomposition using CUR matrix approximation for large-scale data.
Data Completion
Research on low-rank matrix and tensor completion methods.
Alternating Turn Analysis
Analyzing whether drivers alternate turn direction more often than chance while navigating cities.
Kalman Filter
Implementation and visualization of the Kalman filter for state estimation.
Boston Coffee
A personal ranking of coffee shops around Boston.
Papers & Dissertation
Compression of Tokamak Simulation Data
Journal of Computational Physics
A Geometric Approach to Low-Rank Matrix and Tensor Completion
University of Georgia
About
Data scientist, PhD in Mathematics. Numerical analysis research supporting ML applications for data completion and nuclear fusion simulation. Experience in modeling and simulation for diverse fields including aviation, nuclear fusion, and oncology.
In my free time, I enjoy yoga and exploring restaurants and coffee shops.