Sr Principal Software Architect, Team Leader
CurrentImplemented a highly scalable, serverless RAG architecture in the AWS cloud to support natural language Q &A on contract documents.Lead GenAI POCs to use LLMs to automatically field data for content processing. This system is now operational in production resulting in cost savings.Trained an RNN(LSTM) using a encoder/decoder architecture to translate natural language questions to a formatted template which could be used to generate ElasticSearch/SQL queries.Researched and conceptualized GovWin's first ML product - SmartFit, a scoring system for matching relevant opportunities to customers based on their past contracting experience and positioning with respect to competition. Implemented SmartFit model training and scoring in the AWS cloud as a scalable, event driven, serverless pipeline using containers.Built a brand-new user authorization system based on Oauth 2.0 and OpenID Connect for our Content management app using Identity Server.Lead the design, architecture and migration planning of a legacy WPF based Content Processing Application to ReactJS with fully automated unit tests and integration tests.I played a leadership role in the successful software and data integration after Onvia's merger with Deltek. Here are some key initiatives I drove:• Lead the data integration efforts from Onvia's side by building a brand-new data pipeline. • Achieved application integration with the migration of Onvia's data feeds product to operate on top of GovWin's search and database platform ensuring 100% customer satisfaction (the hardest part!). • Implemented service integration by extending Onvia's data tagging/classification system to support GovWin data types.