About this role
Lead design and development of scalable AI platforms and frameworks for healthcare, focusing on LLMs, RAG, agentic AI, and domain-specific model architectures while ensuring compliance with healthcare privacy and security regulations and moving prototypes into production.
Skills for this role
Machine learningAgentic AIGenerative AINatural Language Understanding (NLU)PythonPyTorchTensorFlowHugging FaceLangChainLlamaIndexLarge Language Models (LLMs)Transformer architecturesModel RoutingRetrieval-Augmented Generation (RAG)ChunkingHybrid searchVector database managementVector databasesAutonomous AI agentsAgent-to-Agent (A2A) communicationModel Context Protocol (MCP)Agent Context ManagementContext window optimizationStateful memory injectionCaching strategiesObservabilityLLM/Agent tracingCloud platformsOn-Prem deploymentsMLOps/LLMOps practices (MLOps) [source] - please treat as MLOps entry separated: