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Atlas ML Studio

Experiment tracking and model registry for ML teams.

mlfullstack
Atlas ML Studio

Brief

A lightweight experiment tracker that keeps model runs, metrics, and artifacts aligned across teams.

Highlights

  • Created an experiment comparison view for model selection.
  • Added artifact retention policies and lineage graphs.
  • Implemented a model registry with approval workflows.

Outcome

Improved reproducibility and cut onboarding time for new ML hires.