Python (PyTorch/TensorFlow), SQL, API design; familiarity with LangChain/LlamaIndex, Azure/AWS AI, GitHub, Docker, Kubernetes Roles & Responsibilities Define end-to-end AI/ML and GenAI architectures (data ingestion feature store model training inference monitoring). Design LLM-based solutions: R