At GlobalLogic – Hitachi Group, I own release validation for LIFEimage LILA and LIFEimage Cloud healthcare imaging workflows across US hospital environments. I also architected an AI-enabled patient-service and clinical assistant prototype using Spring AI and vector retrieval.
I work between hospital deployment teams and core engineering to diagnose application, database, network, TLS/SSL, and configuration issues. I validate builds, installers, schema patches, and CI/CD jobs with rollback and data integrity checks.
At HCLTech, I led a squad of eight engineers delivering Java and Spring Boot microservices. Circuit breaking, query optimization, and rate limiting helped increase service reliability by 25%.
I’ve also built logistics and insurance microservices, modernized Java services supporting US cellular network operations, and developed agentic AI and hybrid RAG systems. In those projects, hybrid retrieval improved precision by 32%, while semantic caching reduced LLM API token spend by 40%.

