The AI Systems Stack: From Kubernetes to Autonomous Agents

Modern AI systems are not built with just models they require the right infrastructure, scalable architectures, and intelligent automation. This session brings together three talks that explore how today’s AI-powered systems are designed, deployed, and scaled in the real world.

We begin with Yash Pawar (CNCG Nashik Co-Organizer | OSS Advocate), who will explain how developers move from running Kubernetes locally to deploying production-ready workloads on Google Kubernetes Engine (GKE), highlighting the challenges and best practices of cloud-native deployments.

Next, Sakshi Dhatrak (Organizer GDG On Campus MET BKC | ML Advocate) will dive into Transformers, the breakthrough architecture that reshaped modern AI. The talk will explain why transformers changed natural language processing and how they power many of today’s advanced AI systems.

Finally, Shivam Tawar (CNCG Nashik Volunteer | AI Engineer Intern @ CredX) will explore Agentic AI Architecture how autonomous AI systems operate, make decisions, and coordinate complex tasks using modern AI frameworks.

Together, these talks provide a clear picture of the modern AI stack from infrastructure and deployment to advanced models and autonomous agents.

Participants will gain practical insights into cloud-native systems, cutting-edge AI architectures, and the future of autonomous AI applications.