Industrial Physical AI for Manufacturing

I am a Postdoctoral Fellow in the Melkote Advanced Manufacturing Research Group at the George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology.

My research spans shop-floor Industrial Physical AI and network-level manufacturing intelligence. I develop deployable robotic automation and digital-twin systems, together with data-driven capability models and LLM-based multi-agent methods, to discover, match, and coordinate manufacturing suppliers while extending these methods toward automation resources.

My long-term goal is to enable resilient production networks that make distributed capabilities visible, comparable, and accessible on demand—strengthening SME manufacturing ecosystems, supporting workforce decision-making, and addressing labor gaps through deployable automation.