snowflake , Spark SQL, Pyspark, Databricks, Azure, Python, embeddings, LLM API integration, API integration patterns, vector databases, cloud-native delivery, prompt workflows, Delta Lake, CI/CD, agentic tools, agent orchestration

FastAPI, Apis, LangChain, LLMs, RAG implementation, Prompt workflows, scalable service integration, retrieval-based systems, Data Flow, model integration

production readiness , Python, ML training and evaluation workflows, scalable system design, data pipelines, GenAI LLM application development, deployment observability, model pipelines, APIs and backend services, ML LLM framework

containerization , snowflake , Spark SQL, Pyspark, Databricks, Azure, LangChain, Prompt optimization, Agent orchestration, Cloud-native delivery, LangGraph, Observability frameworks, LLM APIs, Delta Lake, OpenAI, Python v3.11