John Nicholson, PhD
Chief Data Scientist at in4mation insights- Claim this Profile
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Bio
Experience
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in4mation insights
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United States
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Advertising Services
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1 - 100 Employee
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Chief Data Scientist
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Jan 2020 - Present
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Director, Marketing Science
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Jan 2018 - Dec 2019
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University of Iowa
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United States
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Higher Education
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700 & Above Employee
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Graduate Research Assistant
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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
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Graduate Assistant
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Jun 2010 - Aug 2010
• Leveraged Excel Solver skills to produce solutions manual for Introduction to Optimum Design: Third Edition.
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Graduate Teacher
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Jan 2010 - May 2010
• Taught dynamics and empowered 50+ students to be professional problem solvers.
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Dassault Systèmes
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France
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Software Development
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700 & Above Employee
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Research Intern
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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
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Education
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Galvanize Inc
Data Science Immersive -
University of Iowa
Doctor of Philosophy (PhD), Computational & Mathematical Engineering -
University of Iowa
Master of Science (MS), Structures, Mechanics & Materials Engineering -
Clemson University
Bachelor of Science (BS), Structural Engineering