Infosys
|Software Engineer
Summary
Led the development of a multi-stage retrieval system for The Economist Group client, combining AWS Bedrock (LLMs) for intent classification and RAG (OpenSearch + LangChain) for document retrieval.
Highlights
Scaled to 20k+ daily requests with 97% intent accuracy.
Conducted architecture reviews with client to engineer optimal workflows and reduced cloud costs by 35% ($24k/year) and system latency by 44% using optimized OpenSearch clusters and refined AWS Bedrock models selection proving deep hands-on with AWS.
Enhanced system observability by integrating New Relic across 5+ microservices, cutting incident resolution time by 40%.
Integrated Java/Spring Boot/Kafka (via Infosys training) to build internal event-driven tools, improving cross-system data synchronization efficiency by 30%.