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Shitij Arora, PhD, is a Senior Research and Development Engineer at ESI Group since March 2020, specializing in finite element solver development. Prior to this role, Shitij served as a Doctoral Researcher at CEMEF MINES ParisTech, where the PhD thesis focused on developing a steady-state module for Transvalor Forge (R) software, significantly enhancing the efficiency of continuous metal forming simulations. Shitij's professional experience includes research positions at ARMINES, where contributions were made to multi-field approaches for rolling and drawing processes, and the Indian Space Research Organisation, where responsibilities included design, analysis, and testing of launch vehicle structures. Additionally, Shitij has worked at GeM Laboratory and Tata Consulting Engineers, gaining expertise in damage modeling and water system designs. Educational credentials include a PhD in Computational Mechanics from PSL Research University and multiple engineering degrees from prestigious institutions.