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David Espejo
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@DavidMirror

David Espejo

@DavidMirror
Aspiring minimalist. Solutions Engineer @union_ai
Colombia
Joined May 2009
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  • @DavidMirror
    David Espejo
    @DavidMirror
    Jan 6
    It's that time of the year again when I pack my bags and tackle the 21hr journey to meet my awesome colleagues at @union_ai's HQ. As usual, I try to use the time to take on my reading backlog while people around are watching Netflix 😅
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  • @DavidMirror
    David Espejo
    @DavidMirror
    Oct 22, 2024
    The DAG models everything from ETL pipelines to neural networks so well that it has become one of the few widely adopted abstractions in the ML world.
  • @DavidMirror
    David Espejo
    @DavidMirror
    Aug 29, 2024
    Am I going too far?😅 Anyways, all I expect from this book is to understand better the arch of a GPU, not to become proficient in CUDA.
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  • @DavidMirror
    David Espejo
    @DavidMirror
    Aug 27, 2024
    Getting started with Notebooks is easy but state management is a bit hectic and doesn't fill the reqs for a production system. Using @flyteorg imposes ergonomic changes like type annotations and the overall mindset of a "pipeline", but it's reliable and reproducible OOB.
    Screenshot of a Jupyter Notebook doing some data ingestion and split work with Python
    Screenshot of the same ingestion and split steps developed with Flyte's Python SDK
  • @DavidMirror
    David Espejo
    @DavidMirror
    Aug 2, 2024
    Python learning of the week: polymorphism taken to a new level! You can call an object method from an unrelated object (not inherited) and Python looks up the object class for the method! Last week was decorators, a beautiful way to reuse code without explicit function calls.
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