Introduction Hello! My name is Arya Sarkar a machine learning engineer and researcher based out of Kolkata, a city in Eastern India dubbed the City of Joy. During summer of 2024, I worked closely with Professor David Koop on the project titled Reproducibility in Data Visualization.