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Playing with data :]
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Playing with data :]
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victormurcia/README.md

Victor Murcia's GitHub Header

I'm a Data Scientist at the U.S. Department of Veterans Affairs within the National Artifical Intelligence Institute (NAII) and the Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC).

I'm interested in data, science, and programming in all its forms and flavors. I'm particularly passionate about using science and data in a positively actionable way. I mostly code in Python and IGOR, but I've done projects where I utilized JS, C++, Perl, FORTRAN, Julia, R, and MATLAB.

I graduated with a PhD in Materials Science and Engineering especializing in Computational Physics/Chemistry and Machine Learning/Algorithm Development from Washington State University in August 2022. My PhD Dissertation on Computational Physics/Chemistry and Machine Learning/Algorithm Development

I also have a B.S. in Chemistry with minors in Mathematics and Philosophy from the Rochester Institute of Technology that I earned in May 2014.

I hope you find some of my repos useful and/or interesting! Connect with me on

My Tech Stack

Databases

Languages

Machine Learning

Other Tools and Technologies

Victor's github stats Top Langs

Pinned

  1. DFT-Clustering DFT-Clustering Public

    This code allows one to take a DFT calculation of NEXAFS spectra and generate a set of peaks that make up a Building Block model using a tensor based formalism.

    IGOR Pro 2 1

  2. PyUMLS_Similarity PyUMLS_Similarity Public

    This package computes a variety of similarity metrics between concepts present in the UMLS database. It also serves as a way to interface with the UMLS.

    Perl 2 1

  3. ChemNER ChemNER Public

    A custom NER model for extracting and labeling chemical compounds from text

    Python

  4. SquirrelML SquirrelML Public

    Application to predict whether a squirrel in NYC's Central Park will approach you based on a random forest model

    Jupyter Notebook

  5. Making-Music-From-Images Making-Music-From-Images Public

    Make music from pictures using Python

    Jupyter Notebook 42 9

  6. Clinical-Trial-Semantic-Structure-Visualizer Clinical-Trial-Semantic-Structure-Visualizer Public

    Demo for visualization of extracted medical concepts in clinical trial eligibility criteria.

    Python