Jon Middleton
Researcher at Cerebriu
Based in Copenhagen, Denmark
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Seniority
Staff
Department
Research & Development
Location
Copenhagen
Industry
Software Development
Company size
54
Contact information
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j•••••••@cerebriu.com
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Background
About Jon Middleton
I use machine learning to solve business problems. Currently, I'm using deep generative models to augment medical image data sets. I hold postgraduate degrees (M.A. and C.Phil) in pure mathematics from the University of California, San Diego. While there, I researched some interactions between the representation theory of semi-simple Lie groups and optimization problems in conformal geometry. Frameworks (TensorFlow, Keras, PyTorch, scikit-learn) Development (Python, bash, git, Bitbucket, Jira) Data Analysis (R, RStan, NumPy, SciPy, Pandas, MatPlotLib) Models (U-Nets, Variational Autoencoders, Equivariant Convolutional Neural Networks)
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