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tjburch/README.md

Tyler James Burch

I'm a Senior Analyst working in Baseball Research and Development for the Boston Red Sox.

Previously:

  • Postdoc @ Argonne National Laboratory - particle physics simulation for the Aurora Supercomputer, uncertainty quantification for neural networks
  • PhD @ Northern Illinois University - research on the ATLAS experiment on the LHC at CERN. Higgs boson pair production, machine learning for photon identification

My programming interests are primarily in data analysis, machine learning, and probabilistic programming. My other personal hobbies include music, baking, and running.

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  1. mlb-hit-classifier mlb-hit-classifier Public

    Development of a classification model for hit outcome

    Jupyter Notebook 3

  2. ROS-turing ROS-turing Public

    Turing.jl port of the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari

    Jupyter Notebook 19 1

  3. baseball-studies baseball-studies Public

    Catch-all repo for one-off studies on baseball data

    Jupyter Notebook 2

  4. puzzles puzzles Public

    Solutions to various puzzles - Mostly 538 Riddler questions

    Jupyter Notebook 3

  5. latex-progress-tracker latex-progress-tracker Public

    Progress tracking plots for LaTeX documents

    Python 17 6