I am a final year PhD candidate in mathematics at Michigan State University. My research focuses on developing various theoretical tools in the field of topological data analysis. In the different avenues I have pursued, my contributions have been to persistent homology, sliding window embeddings, and coordinatizing data sets in topological spaces. I am working under the supervision of my advisor -- Jose Perea.