About Me
I am a senior engineering leader with deep experience in scientific rigor, systems thinking, and enterprise transformation. My background spans mechanical engineering research, multiphysics simulation, virtual verification and validation, knowledge graphs and strategic consulting. Today, I lead the Digital Twin Center of Excellence as Director at Harman International, driving digital twin capabilities, AI-enabled engineering workflows, and cross-functional transformation. I have consistently connected technical depth with business impact across simulation, data analytics, and advanced engineering processes, methods and tools. I focus on turning fragmented engineering processes into scalable systems that improve product reliability, reduce prototype dependence, accelerate development confidence and improve product quality.