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.

Blog

Here is some stuff I've written

La biblioteca de 'todo lo demás'

Algunas ideas para gestionar tu propia biblioteca de código compartido

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

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.

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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Videos

Here are some videos I've made

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Projects

Some of the projects I have created or worked on

B-roller

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

ImgWorks

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

LaTimes

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

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...

Building Machine Learning Powered Applications

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

Deep learning with Python

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

Deep Learning

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

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