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fernanda rodríguez

Prototyping a ML App with Streamlit, FastAPI & Hugging Face

Tools like Streamlit, FastAPI & Hugging Face have emerged as a quick way to expose functional results for Machine Learning Applications…

4 min readApr 12, 2023

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Prototyping a ML App with Streamlit, FastAPI & Hugging Face

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fernanda rodríguez

Why is it important to communicate data effectively?

This post aims to explore the art of storytelling with data and why it is crucial to communicate data effectively.

4 min readOct 6, 2023

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Why is it important to communicate data effectively?

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fernanda rodríguez

Python Best Practices

How can you make your code shine with isort, Black, and Flake8?

2 min readFeb 23, 2023

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Python Best Practices

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fernanda rodríguez

Knee OA Analysis with X-ray Images, Deep Learning & Streamlit

Web app to predict knee osteoarthritis grade using Deep Learning and Streamlit

4 min readJan 18, 2023

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Knee OA Analysis with X-ray Images, Deep Learning & Streamlit

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fernanda rodríguez
in
Semantix

Checklist to Set Up a Data Science Project Repository

How to set up a data science project?. Where do I start?. How do I structure my project?. Just a few questions we frequently have when…

4 min readDec 28, 2021

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Checklist to Set Up a Data Science Project Repository

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fernanda rodríguez
in
Semantix

Getting Started with Conda or Poetry for Data Science Projects

How to manage virtual environments, packages, and dependencies in Python and start your data science project with Conda or Poetry

4 min readNov 3, 2021

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Getting Started with Conda or Poetry for Data Science Projects

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fernanda rodríguez
in
Semantix

How to Have More Productive Projects Using Agile and Git

We present a series of 6 steps to integrate some useful tools like Kanban and Git and have more productive projects.

6 min readJul 30, 2021

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How to Have More Productive Projects Using Agile and Git

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fernanda rodríguez
in
Semantix

How to Make your Code Shine with GitLab CI Pipelines

Introduction to some tools for a cleaner Python code by applying isort, Black, Flake8, and Pylint automatically using GitLab CI Pipelines

7 min readMay 26, 2021

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How to Make your Code Shine with GitLab CI Pipelines

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fernanda rodríguez

AR 101 — Components of the Augmented Reality System (Part 3)

What is the basic process of an Augmented Reality system, and what are its main components of Hardware and Software?

3 min readJul 3, 2020

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Components of the Augmented Reality System by fernanda rodríguez

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fernanda rodríguez
in
AR/VR Journey: Augmented & Virtual Reality Magazine

AR 101 — Augmented Reality Trends (Part 2)

The development of AR systems can be divided into two trends: Trend horizontal or AR applications, and trend vertical or AR techniques.

4 min readJul 1, 2020

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AR 101 — Augmented Reality Trends (Part 2)

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fernanda rodríguez

fernanda rodríguez

hi, i’m maría fernanda rodríguez r. multimedia engineer. data scientist. front-end dev. phd candidate: augmented reality + machine learning.

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