Mariam Sood, PhD
I provide expertise within the broad data science and scientific areas. My technical background is varied and includes Machine learning, Neuroscience and Software engineering. I’ve worked for various organisations across large industry (including technology firms and bank), academia, and UK local government.
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Machine Learning and Statistics:
Artificial neural networks, Natural language processing, Word vectors; Descriptive statistics, hypothesis testing, linear regression, Logistic regression, Ridge and Lasso regression, Decision trees, Random Forest, K-nearest neighbours, K-means clustering, Factor analysis, Principle component analysis
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PhD Cognitive Neuroscience
Birkbeck, University of London
Lab: Birkbeck-UCL Centre for Neuroimaging
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Master's Cognitive Neuroscience
Birkbeck, University of London
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Master's Computer Science
National University of Singapore
Singapore-MIT alliance program
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Software:
Python, R, R shiny, C, Java, C++, SQL, SPSS, Agile development, Version control- GIT, Perforce, Cloud platforms- AWS
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Medical Imaging (MRI/fMRI):
MRI Physics, MRI data analysis, Certified MRI scanning operator
Bachelor's Computer Engineering
Cochin University of Science & Technology, India
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Domains:
Science/Health, Banking, Local government, IT/Technology