7 yrs of Experience AI or ML Frameworks: LangChain, PyTorch. OpenAI SDK Frameworks: REST API, Kafka, Event Streaming Gen AI Models: LLMs (GPT, Claude), RAG patterns, prompt engineering Workflow Orchestration: Any of these Temporal, Step Func., Flink Services Cloud: AWS (Bedrock, Lambda, S3, IAM Security & Responsible AI: Compliance and governance CI/CD & Observability: Automated pipelines, monitoring tools Innovation: Experiment with emerging AI technologies