Karan Kumar Ratra

Java, Spring Boot, Python, SQL, Kafka, Kubernetes, microservices, cloud architecture, CI/CD, observability, system design, and engineering leadership.

Agentic AI, RAG, LLM evaluation, guardrails, and production patterns for autonomous enterprise systems, with deeper work in Python and AI orchestration.

Agentic AI frameworks for operational intelligence, resilient fulfillment platforms, self-remediation systems, and research on autonomous enterprise software.

Conversations on enterprise AI, distributed systems, engineering leadership, mentoring, technical reviews, speaking, research, and startup advisory.