Aws Services, Api Development, Cloud Architecture, Python, embeddings, Generative AI, tool function calling, RAG architecture, Agent orchestration, vector databases, MCP Model Context Protocol, Amazon Bedrock, Amazon Bedrock AgentCore

Web Application Development, User Interface, Kubernetes, service API, AKS, Monitoring, Agentic AI solutions, Production Support, full-stack web applications, AI agents, cloud-hosted applications, integration layers