Research
My research spans two complementary levels of manufacturing intelligence: deployable Industrial Physical AI at the shop-floor level and Manufacturing-as-a-Service at the production-network level. I develop robotic automation and digital-twin systems, capability representations, and coordination methods for making distributed production resources measurable and discoverable, with the long-term goal of enabling their deployment on demand.
Methods that make the capabilities of manufacturing suppliers and robotic systems visible, comparable, and searchable.
Methods for discovering and coordinating distributed manufacturing resources during normal operations and disruptions while protecting sensitive capability information.
Methods to translate industrial task requirements into measurable system capabilities, evaluate deployment evidence, and qualify automation systems for real-world use.