Aaron Berndsen

Senior Data Scientist at Anno.Ai
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Location
Stratford, Prince Edward Island, Canada, CA

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Experience

    • United States
    • Software Development
    • 1 - 100 Employee
    • Senior Data Scientist
      • Nov 2021 - Present
    • United States
    • Insurance
    • 700 & Above Employee
    • Data Scientist
      • Jun 2019 - Nov 2021

      Wrote a Cobol-to-Python parser. Developed an updated Mortality Table, exploring machine learning and more-traditional generalized linear models to characterize company experience. Wrote a Cobol-to-Python parser. Developed an updated Mortality Table, exploring machine learning and more-traditional generalized linear models to characterize company experience.

    • Canada
    • Insurance
    • 700 & Above Employee
      • Oct 2018 - Jun 2019

      Having architected, engineered and implemented our cloud-based actuarial platform, I developed business-insight dashboards to identify inefficient processes and a usage-based chargeback model to help drive good data-storage and compute practices.

      • Feb 2014 - Oct 2018

      Manage GGY AXIS GridLink Farms supporting actuarial compute.Technical lead in the transition from hardkeys to softkeys.Developed a LAN-crawling tool to help understand storage and access usage.

      • Jun 2015 - Feb 2018

      Lead the design, installation and rollout migrating all actuarial compute platform into the cloud.Developed an in-house automated cloud-scaling solution to dynamically provision queues (queue of queues) and GridLink workers for actuarial calculations, and terminal server frontends for end-users. This maximized our business-processing abilities whilst minimizing costs.

    • Canada
    • Research Services
    • 1 - 100 Employee
    • Researcher
      • Oct 2013 - Jan 2014

      Adapted and implemented auto- and cross-correlation code for very long baseline interferometry. Implemented OpenMP and MPI-threading for efficient processing on Canada's fastest computer: http://wiki.scinethpc.ca/wiki/index.php/BGQ This analysis code scaled linearly to over 5000 cores. Adapted and implemented auto- and cross-correlation code for very long baseline interferometry. Implemented OpenMP and MPI-threading for efficient processing on Canada's fastest computer: http://wiki.scinethpc.ca/wiki/index.php/BGQ This analysis code scaled linearly to over 5000 cores.

    • Canada
    • Higher Education
    • 700 & Above Employee
    • Postdoctoral Research Fellow
      • Dec 2009 - Aug 2013

      * Adapted and implemented pulsar observing strategies for many-element interferometers. * Designed a machine learning system to identify pulsar candidates. * Devised a Bayesian method of combining correlated datasets, able to address systematic errors and inaccurate error bars within datasets: the hyperparameter matrix-method. * Wrote a Gtk3+ GUI which interfaces the PALFA SQL database for pulsar candidate identification. * Implemented an Ultra Rapid Source Identification algorithm for the detection of burst and transient phenomena. Show less

    • Canada
    • Higher Education
    • 700 & Above Employee
    • NSERC Postdoctoral Fellow
      • Jan 2007 - Dec 2009

      * Investigated the effects of topological defects on 21 cm emission by numerically evolving networks of strings from the epoch of recombination, through the dark ages, to today. * Explored matrix-models of inflation. * Investigated the effects of topological defects on 21 cm emission by numerically evolving networks of strings from the epoch of recombination, through the dark ages, to today. * Explored matrix-models of inflation.

Education

  • McGill University
    Doctor of Philosophy (PhD), High Energy Theoretical Physics
    2003 - 2007
  • McGill University
    Master of Science (MSc), Physics
    2001 - 2003
  • University of Victoria
    Bachelor of Science (BSc), Honours Physics and Astronomy, minor Mathematics
    1996 - 2001

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