Fluent/Daily Use:

  • Python

  • Linux server (Ubuntu)

  • Bash scripting

  • Git

 

Proficient in:

  • R

  • MATLAB

  • Amazon Web Service

  • Google Cloud Platform

Examples of projects:

  • 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).

  • 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+).