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@tjburch
tjburch
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Tyler Burch tjburch

Lead Analyst, Boston Red Sox //Formerly: postdoc @ Argonne National Lab, PhD @ NIU, ATLAS

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tjburch/README.md

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

HomepageBlogTwitter

📄 Documents

ResumeCV

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  1. mlb-hit-classifiermlb-hit-classifierPublic

    Development of a classification model for hit outcome

    Jupyter Notebook 3

  2. ROS-turingROS-turingPublic

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

    Jupyter Notebook 19 1

  3. baseball-studiesbaseball-studiesPublic

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

    Jupyter Notebook 2

  4. puzzlespuzzlesPublic

    Solutions to various puzzles - Mostly 538 Riddler questions

    Jupyter Notebook 3

  5. latex-progress-trackerlatex-progress-trackerPublic

    Progress tracking plots for LaTeX documents

    Python 20 6


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