SAROJ NAYAK
Site Reliability Engineer & Forward Deployed Engineer with 9+ years building AIOps, MLOps and Agentic AI — LLM-powered autonomous incident response, self-healing infrastructure and RAG applications on Kubernetes and multi-cloud (AWS, GCP, Azure).
AROE - AI Reliability & Operations Engine. A unified AIOps command center I built: it watches every service, predicts risk before it bites, and auto-remediates - AI predictive analytics, unified monitoring, dependency mapping, an LLM chatbot, log management and one-click remediation, all behind a live risk score.
End-to-end Retrieval-Augmented Generation chat engine for Banking and E-commerce: document ingestion, embeddings, vector search, LLM orchestration and a conversational UI, deployed with CI/CD.
Multi-agent LLM system that detects anomalies, runs RCA, executes runbooks and triggers self-healing on Kubernetes + Prometheus - the system dramatised in the boot screen above.