Sayali Patil

Sayali Patil is a specialist in AI-driven enterprise infrastructure reliability engineering and automation, working at the intersection of chaos engineering, network automation, and AI-powered observability systems. At Cisco, she led the development of enterprise-scale automation platforms that reduced manual operational effort by up to 85% across large-scale infrastructure environments. Her work spans telemetry analysis, predictive maintenance, and machine learning-driven fault detection — built for the reliability demands of global enterprise networks. She holds U.S. Patent No. 12,242,370 B2 for "Intent-Based Chaos Level Creation," a framework that uses AI-driven variability models to intelligently stress-test complex digital environments — one of the first patented approaches to int...