Venkata Raghavendra Vaishnav Vinjamuri

Human-AI Collaborative Frameworks for Intelligent Fault Detection, Proactive Quality Management, and Augmented Decision Support in Fixed Wireless Access Networks

A human-AI collaborative framework that unifies fragmented cross-domain telemetry, predicts subscriber-level quality degradation before it becomes customer-visible, closes the loop on the most common class of 5G connectivity fault, and supports engineering judgement through a constrained generative AI interface is depl...