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2024

AutoML-MLOps Platform Prototype

End-to-end AutoML prototype with experiment tracking, orchestration and an LLM guidance bot.

What I built

  • End-to-end AutoML platform with automated training, experiment tracking and task orchestration.
  • Streamlit interface with an LLM-based bot that guides users through the workflow.

Stack

H2O.aiMLflowPrefectStreamlitLangChain