Aaron Berndsen
Senior Data Scientist at Anno.Ai- Claim this Profile
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Experience
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Anno.Ai
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United States
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Software Development
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1 - 100 Employee
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Senior Data Scientist
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Nov 2021 - Present
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Genworth
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United States
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Insurance
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700 & Above Employee
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Data Scientist
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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.
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Manulife
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Canada
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Insurance
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700 & Above Employee
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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.
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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.
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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.
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Canadian Institute for Theoretical Astrophysics
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Canada
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Research Services
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1 - 100 Employee
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Researcher
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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.
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The University of British Columbia
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Canada
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Higher Education
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700 & Above Employee
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Postdoctoral Research Fellow
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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
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Simon Fraser University
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Canada
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Higher Education
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700 & Above Employee
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NSERC Postdoctoral Fellow
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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.
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Education
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McGill University
Doctor of Philosophy (PhD), High Energy Theoretical Physics -
McGill University
Master of Science (MSc), Physics -
University of Victoria
Bachelor of Science (BSc), Honours Physics and Astronomy, minor Mathematics