Tom Bertalan
Data Scientist at Amgen
Based in Boston, United States
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Seniority
Staff
Department
Information Technology
Location
Boston
Industry
Biotechnology Research
Company size
39K
Contact information
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t•••••••@amgen.com
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Background
About Tom Bertalan
As a Postdoctoral Fellow in the Chemical and Biomolecular Engineering department at Johns Hopkins University, I work on data mining, dimensionality reduction, and system identification for high-dimensional dynamical systems. I have over 9 years of experience in scientific computation, machine learning, and nonlinear dynamics, with a PhD in Chemical and Biological Engineering from Princeton University and a Graduate Certificate in Computational and Information Science. My research aims to uncover the underlying structure and behavior of complex systems, such as robotic perception and planning, and computational neuroscience. I use methods from manifold learning, deep neural networks, and classical numerical methods to analyze and model data from simulations and experiments. I also collaborate with interdisciplinary teams of researchers and engineers to develop and apply novel methods and tools for solving challenging problems in science and engineering.
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