At HCLTech, I build FastAPI backend services and React enterprise applications for AI-powered workflow automation across 5+ customer deployments.
I've improved RAG response accuracy by 35% and reduced latency by 40%, while building secure multi-tenant access with Keycloak, OAuth2, OpenID Connect, and RBAC. My NLP and ML work raised automation efficiency by 50% and reduced manual effort by 60%.
I've also researched symbolic execution and automated test synthesis at Karlsruher Institute of Technology, using JBMC and CBMC to verify C++ and Java programs. I build multi-agent RAG systems with LangGraph, MCP, vector databases, and LLM APIs.

