Ragunathan is a software architect who is passionate about building impactful products. His expertise spans Agentic AI, LLM-driven automation, SaaS, Kubernetes, service mesh, and observability stacks. He’s designed resilient, cloud-native ecosystems that fuse intelligence with performance empowering data-driven, autonomous solutions across domains like retail, network automation, and data platforms.