Technical Lead at JkTech

Designed and deployed production-grade Retrieval-Augmented Generation (RAG) systems for financial document intelligence, including hierarchical chunking, metadata-driven retrieval, reranking, deduplication, and contextual chunk expansion to improve grounding quality and token efficiency. Built agentic financial validation workflows for cross-version document comparison using fuzzy matching and guardrail-enforced validation to reduce hallucinated inconsistencies. Implemented stateful AI agent frameworks with episodic/semantic memory and LangSmith observability for adaptive reasoning and end-to-end traceability. Directed GenAI strategy for a Private Asset Management Platform, including an enterprise RAG solution for financial documents (Rent Roll, Appraisal) using Weaviate that reduced manual review time by 40%. Established a formal RAG evaluation framework reducing downstream issues and regression cycles by 50%. Improved backend performance via Backend-for-Frontend APIs (200% performanc

Senior Software Engineer at EXL Service

Spearheaded a serverless risk scoring system for fleet insurance, reducing costs by 20% and increasing throughput by 100%. Architected an MPC Data Sharing platform enabling secure data collaboration for five insurance clients. Streamlined AWS CI/CD pipelines, decreasing deployment time by 15% and supporting adoption across seven subsequent projects.

Senior Software Engineer at Photon Interactive Pvt Ltd

Implemented PagerDuty incident management to reduce critical incidents by 40% and improve reliability. Mentored production support engineers and resolved finance service issues, reducing customer support tickets by 95%.