John Nicholson, PhD

Chief Data Scientist at in4mation insights
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Contact Information
us****@****om
(386) 825-5501
Location
Greater Minneapolis-St. Paul Area

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Experience

    • United States
    • Advertising Services
    • 1 - 100 Employee
    • Chief Data Scientist
      • Jan 2020 - Present

    • Director, Marketing Science
      • Jan 2018 - Dec 2019

    • United States
    • Higher Education
    • 700 & Above Employee
    • Graduate Research Assistant
      • Aug 2010 - May 2017

      • Operated as part of an agile team to develop the Santos digital human simulation software in C++. Santos is used by the DoD to optimize warfighter load.• Designed and implemented LASO, or Large-Scale Optimizer, using Object Oriented Programming and Test Driven Development in C++.• LASO is competitive with or outperforms top commercial nonlinear programming solvers.• Invented a more efficient line search and a method for predicting the active constraint set.• Validated LASO by formulating and solving 100+ optimization test problems.• Studied the promise of multithreaded and GPGPU parallelization for real time simulation. Show less

    • Graduate Assistant
      • Jun 2010 - Aug 2010

      • Leveraged Excel Solver skills to produce solutions manual for Introduction to Optimum Design: Third Edition.

    • Graduate Teacher
      • Jan 2010 - May 2010

      • Taught dynamics and empowered 50+ students to be professional problem solvers.

    • France
    • Software Development
    • 700 & Above Employee
    • Research Intern
      • Jan 2013 - Jul 2013

      • Owned consulting (presales) engagements for SIMULIA's Isight software, an engineering simulation tool, leading to 3 new enterprise customers. • Trained engineers at Fortune 500 companies to: - Apply design of experiments techniques to collect experimental data and identify patterns in data. - Model input/output relationships in experimental data using machine learning techniques. - Generate Pareto front/tradeoff curves using multi-objective genetic algorithm optimization. - Optimize performance and cost metrics using multi-objective gradient based optimization. • Drove adoption of Isight by publishing and presenting at the 10th World Congress of Structural and Multidisciplinary Optimization. Show less

Education

  • Galvanize Inc
    Data Science Immersive
    2018 - 2018
  • University of Iowa
    Doctor of Philosophy (PhD), Computational & Mathematical Engineering
    2011 - 2017
  • University of Iowa
    Master of Science (MS), Structures, Mechanics & Materials Engineering
    2009 - 2011
  • Clemson University
    Bachelor of Science (BS), Structural Engineering
    2003 - 2007

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