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mentics/README.md

Welcome

I'm currently working on a project to apply a machine learning model against a rolling window of streaming time series data. It streams data into RedPanda, and then the data is continually processed by separate inference, labeling, and training processors. It's written in Rust using the Burn machine learning library. online-ml

I've used Julia and fluxml.ai for some years, but thought I would try out Rust for this project.

I'm currently looking for my next full time opportunity, so feel free to reach out on LinkedIn to me if you are looking for a capable software engineer.

Pinned Loading

  1. mentics-online-ml/train mentics-online-ml/train Public

    Continuous training of model as data arrives.

    Rust

  2. rust-tradier rust-tradier Public

    A client for the Tradier API in Rust.

    Rust

  3. word-list-trie word-list-trie Public

    An exploration on how much size could be saved by encoding a word list as a trie.

    TypeScript

  4. journey journey Public

    Julia

  5. Lyza Lyza Public

    Rust

  6. mentics-online-ml/online-ml mentics-online-ml/online-ml Public

    Demo system that runs an online ml model (including training and inference) based on streaming data with single script deploy to AWS using kops, kubernetes, terraform/opentofu, argocd, and kubeflow.

    Shell