Ayushi Churiwala is a researcher at CISPA Helmholtz Center for Information Security since August 2024, following experience as a research assistant at Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI) from March 2022 to July 2024. Previously, Ayushi held teaching assistant roles at Universität des Saarlandes for the course Statistics with R under Professor Vera Demberg during two different periods: October 2022 to February 2023 and October 2021 to February 2022. Prior experience also includes work as a Java Developer at TCS from July 2017 to January 2021 and a summer research internship at New Jersey Institute of Technology, focused on speech-to-text technology under Dr. Vincent Oria. Ayushi has a Bachelor of Technology in Computer Science from Heritage Institute of Technology (2013-2017) and is currently pursuing a Master of Science in Data Science and Artificial Intelligence at Universität des Saarlandes (2021-2024).