I have two years of hands-on industry experience in fatigue and damage tolerance analysis in the Aerospace sector, where I gained expertise and contributed to addressing complex structural challenges for Bombardier business jets.Currently, I am pursuing my M.Tech in Aerospace Engineering with a specialization in Computational Mechanics at IIT Kanpur. My thesis work focuses on exploring Physics-Informed Neural Networks (PINNs) as a revolutionary approach to structural design. This method aims to provide an innovative alternative to traditional computational techniques and simulations, enhancing accuracy and efficiency.Through my academic and professional journey, I strive to bridge the gap between cutting-edge research and its practical applications in structural engineering.