Kalyan is a software engineer and interdisciplinary researcher bridging advanced mathematics, physics, and computer science to solve complex real-world challenges. His work integrates machine learning, scientific computing, quantum machine learning, computational physics, dynamical systems, artificial intelligence, and data science, transforming theoretical concepts into practical solutions across multiple domains.