Aaron Bercellie

Aaron Bercellie

Stock Boy

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location of Aaron BercellieChicago, Illinois, United States

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  • Timeline

  • About me

    Data Science Product Consultant at Bank of America

  • Education

    • Douglas County High School

      2003 - 2007
      High School

      Activities and Societies: International Baccalaureate

    • University of Rochester

      2012 - 2022
      Doctor's Degree Elementary Particle Physics
    • University of Colorado Boulder

      2008 - 2012
      Bachelor of Arts - BA Physics
    • University of Rochester

      2012 - 2014
      Master's degree Physics
  • Experience

    • JOANN Stores

      May 2007 - Aug 2009
      Stock Boy
    • University of Rochester

      May 2012 - Apr 2022
      Graduate Research Assistant

      Worked on the MINERvA experiment as part of the University of Rochester neutrino group.Doctoral research focused on finding interaction probabilities of charged pion production off of heavy nuclei due to charged current neutrino interactions. Developed filteringand reconstruction techniques on large data sets.Developed techniques to select charged pions with good momentum reconstruction. Developed methods to better estimate invariant hadronic mass. Contributed in building a new C++ framework using object-oriented programming principles thatcentralized the measurement of systematic uncertainties, leading to more reliable data analytics forthe entire experimentStandardized the Python user interface that handles the deployment of large scale data andcomputation in order to support scientific big-data operationsImplemented scripting using a physics graphical framework built in Python to generate 10,000+ highquality scientific data visualizationsPart of a team that built a smaller test detector at Fermi National Accelerator Laboratory. Smaller detector was designed to provide energy calibrations for the main MINERvA detector.Conducted detector operations, data acquisition. Work provided extensive knowledge in Python, C++, ROOT, Latex, grid utilizationPresented at many collaboration plenary sessions. Presented MINERvA pion results at NUINT 2018Worked on the neutrino oscillation experiment T2K. Improved modelling of charged pion production in the NEUT simulation Show less

    • Chegg Inc.

      Feb 2016 - May 2020
      Online Tutor

      Tutored hundreds of students over the internet live in order for them to acquire greater knowledge to succeed with homework and examsHad a satisfaction rate of 97%Primary focus on undergraduate physics (classical mechanics, electromagnetism, quantum mechanics) as well as python programmingDeveloped written lessons for students to understand difficult concepts

    • TEKsystems

      Jul 2022 - Dec 2022
      Application Architect

      Create data pipelines for machine learning models to predict client behavior

    • Bank of America

      Jan 2023 - now
      Quantitative Services Senior Professional

      Use machine learning to create models that predict client behavior, create dashboards to supply information to teams within the company

  • Licenses & Certifications