About this role
Designs and delivers production-grade AI systems, owning RAG pipelines, evaluation, and performance optimization using modern AI infrastructure and tooling. Works across the full AI application lifecycle from enterprise data ingestion and retrieval to prompt engineering, evaluation, deployment, observability, and production operations for mission-critical federal environments.
Skills for this role
RAGLangChainLlamaIndexPineconeWeaviateFAISSOpenSearch Vector SearchEmbedding pipelinesDocument ingestionChunking strategiesIndexingMetadata filteringRetrieval optimizationHybrid searchFastAPIFlaskNode.jsCloud-native architecturesAWS BedrockAWS SageMakerAmazon EKSAmazon ECSAmazon S3AWS IAMAWS LambdaAmazon CloudWatchAWS Secrets ManagerLangGraphTool callingFunction calling APIs (function calling) - as referenced in source text