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A full MLOps stack for teams running machine learning in production. Integrates MLflow and ClearML for experiment tracking, HuggingFace for model access, Langfuse for LLM observability, Replicate for inference, Databricks for large-scale training, and AutoML for automated model selection. Includes expert prompts and agents for the full data-to-model pipeline.