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exploreai's Introduction

Undertanding my skillset & how I solve ML problems :)

Please feel free to navigate through my codebase. I consider myself as Data Scientist with strong Software Engineering skills.

I typically make usee of the following patterns and tools:

  • Version control skills
  • fit(), predict() pattern from sklearn.
  • OOP design principles
  • modular components to scale horizontally and vertically
  • pre-commit hooks to keep my code and commits clean and readable.
  • experiment tracking using MLFLow
  • XAI (see my notebook)

TODO's:

  • Containerise solution
  • CI/CD pipelines
  • Examples using code
  • Docs

exploreai's People

Contributors

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