A comprehensive overview of a production AI infrastructure organized into five layers: data ingestion and storage (Kafka, Snowflake, S3, Pinecone), model development (PyTorch, TensorFlow, Jupyter), deployment (Docker, Kubernetes, TorchServe), MLOps and governance (Jenkins, Prometheus, DVC), and frontend applications (React, Show more