Manas Angalakuduti

Software Engineer @Fitch Group, Inc.

Chicago, IL, US

Advanced the development of a Retrieval-Augmented Generation (RAG) system for the CreditSights AI chatbot, improving query response accuracy by implementing a SetFit model for intent classification. Enhanced entity resolution and search filtering through a metadata extraction pipeline using LangChain, few-shot learning, and term boosting to optimize relevance scoring in Azure AI Search.• Designed and deployed scalable ETL pipelines using AWS Lambda, Step Functions, and S3 to migrate legacy data systems, increasing data accessibility and reducing infrastructure overhead.• Modernized backend infrastructure by upgrading Java and Spring Boot microservices to Java 21.• Led release management processes and ongoing maintenance of production-grade features. Utilized Docker for containerization, Kubernetes for deployments, and Datadog for real-time monitoring.