Shiva is a second-year undergraduate student majoring in Economics and International Relations, with a minor in Statistics at Purdue University. She is interested in the effects of AI in work and the labor market. At GRAIL, she works on the "Fairwork" research project, where she assists in shaping the codebook used for data filtering through reading and analyzing research articles. She has been a part of this project since January 2025.