Sandeep Kumar is a software engineer and systems architect specializing in distributed systems reliability, platform engineering, and operational state management. His work centers on decoupling operational conditions from software delivery pipelines to eliminate customer-facing coordination failures during high-severity production incidents. He is the author of The Operational State Control Plane and the creator of RuntimeHQ, an open reference implementation of the category.