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👨‍💻 Hello world!

🩺 Biomedical Data Scientist
🦾 Passionate about improving people’s health through data-informed solutions
🎮 Nintendo, Marvel, and LEGO enthusiast

Twitter: amoncadatorres

🤓 What am I up to now?

💻 Working as a Clinical Data Scientist at IKNL, where I've developed various projects, such as:

📘 Federated Learning, where we generate global models using decentralized data using our own infrastructure, VANTAGE6.
📗 Explainable ML/AI models, to bridge the gap between clinics and algorithms.
📙 Decision support, where we develop data-powered tools to support important oncological choices

📖 Contributing to open-source projects

💠 Developing DeepSurvK - a Python package that uses Deep Learning for survival analysis.

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

📬 Contact


Icons by Icons8

📈  GitHub Stats 


  1. My LEGO MINDSTORMS projects (using set 51515 electronics)

    Jupyter Notebook 38 4

  2. Implementation of DeepSurv using Keras

    Python 5 4

  3. Using CNNs to distinguish between Thanos and Grimace

    Jupyter Notebook

  4. (Local) implementation of the VERTIGO algorithm (regularized logistic regression for vertically-partitioned data)

    Jupyter Notebook

  5. Interactive visualization of the "Who is your favorite Pokemon" survey results

    Jupyter Notebook

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

    Python 2 1

186 contributions in the last year

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Contribution activity

January 2022

arturomoncadatorres has no activity yet for this period.

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