My current research interest aims to address the challenges in the continuum dislocation dynamics through machine learning algorithms. I have a solid track record working with physics-based models for metal plasticity and damage using two-temperature non-equilibrium thermodynamics. I developed this model during my Ph. D. days at the Indian Institute of Science (IISc), Bangalore, India. During my M. Tech, I worked on the structural health monitoring on building floors using ABAQUS, and FEM tools at the Indian Institute of Technology (IIT) Kharagpur, India.