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aporia-ai/mlplatform-workshop

A template repository for building an ML platform with experiment tracking, data versioning, and model serving infrastructure.

445 stars TypeScript LLMOps · EvalInference · Serving
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This repository provides example code and architecture for building a basic ML platform. It includes a Cookiecutter-based project template for data scientists and Pulumi infrastructure code that provisions shared ML platform resources such as Kubernetes clusters, MLFlow for experiment tracking, DVC for data versioning, and FastAPI for model serving. The project demonstrates MLOps practices including CI/CD integration via GitHub Actions.

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