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tjburch/README.md

Tyler James Burch

Typing SVG

GitHub Stats


Current Role

Lead Analyst, Boston Red Sox Baseball Research and Development


Background

Postdoctoral Researcher | Argonne National Laboratory

→ Particle physics simulation for the Aurora Supercomputer

→ Uncertainty quantification for neural networks

Physics PhD | Northern Illinois University

→ ATLAS experiment at CERN's Large Hadron Collider

→ Higgs boson pair production research

→ Machine learning for photon identification


Technical Interests

Data AnalysisMachine LearningProbabilistic Programming


Personal

MusicBakingRunning


Connect

Homepage Blog Twitter

📄 Documents

Resume CV

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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 19 6