This website is currently under construction

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ML for MSE

A place to explore the development of data science and engineering models with a focus on Material Science.

  • Create models, thermodynamic solvers, and other engineering adjacent works.
  • Provide access to these models via REST API and manage their life cycles.

This landing page serves as a sort of "gateway" to other tools and software necessary to facilitate the life cyle management of machine learning models. As models are developed so to will graphs and other presentations. For now, enjoy exploring the tools I have administered to facilitate machine learning operations.

Store data using Postgresql and view with PgAdmin4.

Track models and manage their life cycles with MLFlow

Integrate models into workflows via Fast API HTTPS requests.