At Tata Consultancy Services, I developed and integrated Java and Spring Boot backend components for one of four modules in the NCDEX solution, supporting REST APIs, SQL workflows, and connections across enterprise systems. I also investigated integration defects and designed validation scenarios across dependent services.
On ChangeGuard, an AI-assisted GitHub PR analysis platform, I built code intelligence, API impact analysis, and a deterministic risk-scoring engine. I also implemented a local-first RAG pipeline and an MCP-based tool layer for evidence-backed investigations.
I built SentinelX, a Java and Spring Boot observability platform that detects service degradation, manages incidents, and verifies recovery. I integrated Prometheus and Grafana to monitor service metrics and track recovery behavior.

