Fluent/Daily Use:
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Python
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Linux server (Ubuntu)
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Bash scripting
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Git
Proficient in:
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R
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MATLAB
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Amazon Web Service
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Google Cloud Platform
Examples of projects:
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Building models to predict symptom scores and treatment outcomes of psychiatric patient groups - attention deficit disorder (ADD/ADHD), schizophrenia (SZ), bipolar (BP), major depressive disorder (MDD), social anxiety disorder (SAD), traumatic stress disorder (PTSD).
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Discovering low rank structure using dimensionality reduction techniques (PCA and/or ICA) in child, adolescent, and adult fMRI data (rest and task) using large publicly shared datasets, like the Human Connectome Project, ABCD Study and the Philadelphia Neurodevelopmental Cohort (PNC). I am comfortable working with large datasets (30TB+).