Enterprise-scale GenAI architecture, implementation, and operationalization focused on production ready AI use cases & systems Deployment lifecycle expertise for Agent Runtimes including on AgentCore, ECS, EKS Good knowledge of AgentCore primitives: Gateway Identity Memory Observability Evaluations Expertise in automated deployment pipelines, A/B deployments, and monitoring and observability IaC skills IAM/CDK and/or Terraform Experience with multi-tenancy (SaaS) AI workloads with federated governance and centralized control-planes Well rounded expertise on AWS infrastructure Core services: Amazon Bedrock, AgentCore, ECS, EKS, Lambda, API Gateway, DynamoDB Agent Development & Frameworks LLM & Prompt Engineering Proficient in Agent SDKs: Strands, LangChain, LangGraph Python async error handling, logging, SDK integrations, test frameworks OCR/IDP pipelines, entity extraction and classification Experience with Agentic and tool protocols: MCP, A2A Data Engineering AI Architecture Advanced proficiency in multi-agent orchestration Governance & Compliance Implementation experience with Bedrock Guardrails and AgentCore policy enforcement Experience with Agent and Model Evaluations and Groundtruth testing. Joob Title: AI/ML/AgentCore Consultant .