IEEE Independent researcher
Title of the Talk :
Building the Cloud‑Native Infrastructure for Healthcare AI Agents
Abstract of Talk:
The next wave of innovation in healthcare is being driven by autonomous AI agents and intelligent systems capable of perceiving, reasoning, and acting across complex clinical workflows. However, deploying these agents at scale necessitates a fundamental shift in cloud infrastructure design and provisioning. This keynote explores the architectural foundations of cloud-native infrastructure purpose-built for healthcare AI agents, from server orchestration and GPU allocation to real-time telemetry, edge-cloud data flow, and resilient failover systems.
We will examine how infrastructure must evolve to support agentic workloads: dynamic provisioning, secure multi-tenancy, low-latency inference, and hybrid deployments across cloud and hospital-edge networks. Special attention will be given to self-healing systems, feedback-driven tuning, and compliance-aware design for sensitive clinical environments. Attendees will gain a deep understanding of how cloud-native principles of observability, scalability, and elasticity can be reimagined to power the next generation of AI-enabled healthcare delivery through robust, secure, and adaptive infrastructure.
Brief Biodata:
