containerization , Api Development, REST, Monitoring Tools, Docker, FastAPI, Kubernetes, Python, LangChain, embeddings, Data integration and pipelines, contextual AI systems, Prompt engineering, App Insights, vector databases, Log Analytics, LangGraph, CI CD pipelines, Knowledge graphs, Azure AI services, RAG pipelines, Azure OpenAI AI Foundry, Azure OpenAI GPT-5.0 or higher