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NarayanSchuetz/README.md

Hello there, I'm currently working as a Postdoctoral Researcher at Stanford University focusing on Digital Health and AI in Healthcare. I have been doing data science and machine learning stuff for more than 7 years now, pretty much starting before it was sexy :)

I've published over 30 articles and a patent in the fields of digital health, health informatics and artificial intelligence. Here on my GitHub you may find some projects related to my research but also some unrelated personal stuff. If our industry partners allow, I will try to release more of my research related projects here.

In terms of programming (scripting) I'm very proficient with Python and its whole data ecosystem (NumPy, SciPy, Pandas, PyTorch). In addition, I've been using R for years, although mostly for specialised statistical models, such as generalized mixed effects models or the likes.

In terms of software engineering I'm mainly proficient with Java, having worked with Spring Boot, Hibernate and Android SDK, amongst others. Further I do have some familiarity with C#, C, Javascript/HTML/CSS, Swift and multiple databases (MySQL, OmniSci, PostgreSQL, MongoDB).

Most importantly, I like cats (yes yes, dogs can be cute too)!

Pinned

  1. SpectralLayersPyTorch SpectralLayersPyTorch Public

    Trainable linear spectral layers for PyTorch

    Python 2 2

  2. biobankAccelerometerAnalysis biobankAccelerometerAnalysis Public

    Forked from OxWearables/biobankAccelerometerAnalysis

    Extracting meaningful health information from large accelerometer datasets

    Java

  3. emfit_parser emfit_parser Public

    Parses data files from EMFITQS sensors

    Python 1

  4. DeepDIVA DeepDIVA Public

    Forked from DIVA-DIA/DeepDIVA

    Python Framework for Reproducible Deep Learning Experiments

    Python 1

  5. ax3_accelerometer_pipeline ax3_accelerometer_pipeline Public

    Provides functionality to build flexible feature extraction pipelines based on raw Axivity AX3 3-axis accelerometer signals.

    Python

  6. edf2parquet edf2parquet Public

    Simple utility package to convert EDF/EDF+ files into Apache Parquet format.

    Jupyter Notebook