Aysha Siddhikha Husaini Basha

From Reactive Monitoring to Autonomous Network Operations: A Multi-Agent AI Framework for Mission-Critical Wireless Infrastructure

Abstract:

This presentation introduces a scholarly technical framework for transforming network operations from reactive monitoring to proactive, AI-driven assurance. It presents a multi-agent architecture composed of Collector, Analyst, Resolver, and Coordinator agents, supported by a Network Digital Twin for safe simulation and validation before production changes are made. The talk will show how this approach can improve resilience, cybersecurity, and operational continuity in mission-critical wireless environments such as transportation hubs, educational campuses, healthcare facilities, and large public venues.

Profile:

Aysha Siddhikha Husaini Basha is a CCNP Enterprise Wireless and ACMP-certified network professional currently serving as a Team Captain in Technical Consulting Engineering at Cisco Systems, Inc. She holds a Master of Science in Electrical Engineering with specialization in Computer Networking from San Jose State University (degree received December 17, 2020) and a Bachelor of Technology in Electronics and Communication Engineering from Periyar Maniammai University (degree received August 28, 2017).
In her current role at Cisco (July 2025 to present), she leads a team of wireless engineers in the design, implementation, and optimization of complex wireless LAN/WAN solutions. Her responsibilities include providing expert-level technical support, performing root cause analysis of complex wireless network issues, coaching teams, conducting network performance testing, and developing technical training on wireless technologies, including WiFi 6/7 and 5G.
Previously, she served as a Technical Consulting Engineer at Cisco (March 2023 to July 2025), Wireless Engineer at DeeBeCon, Inc. (November 2021 to February 2023), and Wireless Engineer at NetXperts LLC (April 2021 to November 2021). She has performed network re-architectures that yielded >30% cost savings and maintained critical network infrastructure for international airports, multiple school districts, and transportation terminals across California.
Her technical expertise includes wireless technologies (802.11a/b/g/n/ac/ax, Wi-Fi 6/6E/7, 5G), security (802.1X, EAP, MAB, Cisco ISE), switching and routing technologies, and automation using Python. She has published content on troubleshooting ISSU upgrades and configuring WPA3 WLANs on C9800 controllers. ile: