Antonio Feregrino

MLOps engineer, once a data scientist but always a software developer – Edutuber – Interested in the future of work, education, and technology. I love to learn and teach.

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Blog

Here is some stuff I've written

Beyond the pickle: the true output of a machine learning team

The output of an ML team is not a model, is code that creates models

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Face detection in movie scenes

I started by thinking of this process as a data pipeline: starting with the full-length video, detecting scene changes, and then finding the faces in those scenes.

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Documenting my pin collection with Segment Anything: Part 4

In Part 3 of this series, I create an interface to handle bounding box prompts to the segment anything model.

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Documenting my pin collection with Segment Anything: Part 3

In Part 3 of this series, I create an interface to handle bounding box prompts to the segment anything model.

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Videos

Here are some videos I've made

Projects

Some of the projects I have created or worked on

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B-roller

A CLI tool I use to download content from the internet (videos, pictures, svgs) from a variety of sources.

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ImgWorks

A simple CLI tool to work with images, it helps you convert between formats as well as resize images with a single command.

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LaTimes

a CLI tool to convert time across timezones, I coded it entirely live on YouTube.

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Lockdown

A C#-based static website engine, ideal for building blogs.

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Book recommendations

Lately I have been reading a lot, so here are my recommendations

Build a Career in Data Science

Mención honorífica": "**Build a Career in Data Science**”, absolutamente recomendado para quienes qu...

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Building Machine Learning Powered Applications

El libro "Building Machine Learning Powered Applications” me hizo cambiar mi mentalidad respecto a l...

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Deep learning with Python

Regresando al machine learning, "Deep Learning with Python” es otro de esos libros que recomiendo si...

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Deep Learning

"Para el público este es uno de los mejores libros sobre las redes neuronales profundas, "**Deep Lea...

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