react.js , AWS, Node.js, FastAPI, Kubernetes, Python, Azure, Docker, Gcp, Api Development, LangChain, LLMs, Snowflake Cortex AI, Azure AI Foundry, Amazon Bedrock, Snowflake data modeling, Generative AI, LangGraph

containerization , Python, AI workflows, data pipelines, safety and control frameworks, control flows, LLMOps, agent orchestration frameworks, universal interfaces, communication patterns, model integration, cluster orchestration, testing strategies, real-time context injection, observability