7 yrs of Experience Languages\: Python (primary), Node.js/TypeScript (secondary 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