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👨‍💻 Hello world!

🩺 Biomedical Engineer & Data Scientist
🦾 Improving people’s health through data-informed solutions
🎮 LEGO, Marvel, Star Wars, and videogames enthusiast.

Twitter: amoncadatorres

🤓 What am I up to now?

💻 Working as a Sr. Researcher and Data Scientist at UMC Utrecht, where I'm working in various projects, such as:

📘 Comparing and evaluating the accuracy and performance of hematological analyzers for use in the development of clinical predictive models.
📗 Improving existing extract, transform, and load (ETL) pipelines through the implementation of standards, good coding practices, version control system, and software packages.
📙 Generating synthetic versions of cardiovascular clinical data to be used in algorithm prototyping while protecting patient confidentiality.

You can find a detailed view of my CV (including previous experience) here!

📖 Contributing to open-source projects

💠 Developing DeepSurvK - a Python package that uses Deep Learning for survival analysis.
💠 Developing PyCellDyn - a Python package for data analysis of CellDyn data.

👾 Developing pop data science projects
🧱 Building LEGO creations, especially cool MINDSTORMS robots!
🌱 Constantly updating my skills and learning new tools

📬 Contact

           

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📈  GitHub Stats 

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  1. lego-mindstorms Public

    My LEGO MINDSTORMS projects (using set 51515 electronics)

    Jupyter Notebook 78 9

  2. deepsurvk Public

    Implementation of DeepSurv using Keras

    Python 51 17

  3. breathing-rate-rsa Public

    Implementation of the methods used to calculate (average) respiratory rate from heart rate variability as shown in the paper by Schafer and Kratky (2008).

    Jupyter Notebook 3 1

  4. ecg-segmented-beat-modulation-noise-removal Public

    Implementation of the ECG noise removal algorithm using segmented-beat modulation proposed by Agostinelli et al., (2014)

    Python 4 2

  5. thanos-or-grimace Public

    Using CNNs to distinguish between Thanos and Grimace

    Jupyter Notebook

  6. favorite-pokemon-interactive Public

    Interactive visualization of the "Who is your favorite Pokemon" survey results using Bokeh

    Jupyter Notebook

158 contributions in the last year

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Loading A graph representing arturomoncadatorres's contributions from February 18, 2024 to February 19, 2025. The contributions are 95% commits, 4% issues, 1% pull requests, 0% code review.   Code review 4% Issues 1% Pull requests 95% Commits

Contribution activity

February 2025

37 contributions in private repositories Feb 4 – Feb 14
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