Tushar Parulekar

Tushar Parulekar is advancing automotive calibration by leveraging virtual test environments and machine learning to replace costly physical testing with high-fidelity simulations. His work emphasizes data integrity, hardware-in-the-loop validation, and human oversight to ensure reliability, safety, and efficiency in powertrain development. Ultimately, he highlights that the future of mobility depends on scalable, simulation-driven engineering that can handle increasing system complexity while reducing cost and environmental impact.