Skills

R

Python

Visualization

Statistics

Machine Learning

Databases

Docker

Teaching

Golf

Projects

NBA Shot Classifier

A shot analysis of NBA players using a decision tree classifier of makes/misses from the 2014-15 season.

BRIEF Intervention

An ecological assessment tool I developed to track anxiety & depression symptoms & introduce mindfulness-based techniques to patients enrolled in a BRIEF clinical study.

Work Experience

 
 
 
 
 
May 2017 – April 2018
New York, NY

Clinical Health Scientist

Mount Sinai Hospital, Yehuda Laboratory

Oversaw National Institute of Health (NIH) and Department of Defense (DOD) grant examining resiliency and vulnerability in PTSD veterans from Iraq & Afghanistan.

Responsibilities included:

  • Mental health diagnostic assessment and neurocognitive assessment
  • Brain-imaging, psychological, & treatment data collection and cleaning
  • Patient scheduling, rapport building, primary point of contact for veterans enrolled in studies
  • Bi-weekly report generation on study progress, patient outcomes, data quality assessment
 
 
 
 
 
September 2015 – May 2017
New York, NY

Clinical Research Coordinator

TC Columbia University, READ Laboratory

Worked on a number of biological and treatment studies relating to depression and anxiety disorders.

Responsibilities included:

  • Manuscript, grant and IRB writing
  • Data collection, cleaning and analysis of bio (cardiac, MRI, EEG), subjective (self-report) and treatment data
  • Structured Clinical Interview Diagnostics (SCID) for Emotion Regulation Therapy (ERT) RCT
  • Development of ecological web and mobile assessment for BRIEF intervention of patients

My experience and thoughts on block 6 of MDS at UBC. The courses were: Cloud Computing, Privacy & Ethics, Causal Modeling, & …

My experience and thoughts on block 5 of MDS at UBC. The courses were: Collab Soft Dev, Regression II, Time/Spat Analysis, & Bayes.

My experience and thoughts on block 4 of MDS at UBC. The courses were: DSCI 532, DSCI 563, DSCI 572, and DSCI 573.

Teaching

2015-2018

Served as a teaching adjunct in the Department of Psychology at City University of New York (CUNY). Efforts as a lecturer entailed:

  • Developing and delivering weekly lectures with an original curriculum, drawing content from historical and contemporary perspectives and research on human motivation, emotion, clinical disorders, neurobiology, and consciousness.
  • Designing quizzes, exams, term papers and presentations and evaluating student performance.
  • Mentoring and supervising students in both classroom and research settings

Here are the psychology courses I have taught within the department at CUNY:

Publications

An exploration of ties between cognitive and motor processes in the infant brain, and the effect of motor impairment on cognition.

Presentations

  1. Changes in Resting Heart-Rate Variability Across Emotion Regulation Therapy (April, 2017). Anxiety and Depression Association of America (ADAA) Conference. Hilton Union Square, San Francisco, CA. Hope, A.J., Quintero, J.M., Fresco, D.M., & Mennin, D.S.

  2. A History of Placebo Therapy & the Validity of Belief (2015). Oral symposium presentation at the Annual History of Medicine Conference, University of Calgary, Calgary, Canada. Hope, A.J.

  3. The History of Chlorpromazine in Psychiatry (2013). Oral symposium presentation at the Annual History of Medicine Conference, University of Calgary, Calgary, Canada. Hope, A.J., Rossolatos, D., Kroliczek, P.

Contact

If you’re seeking data science consulting services or have questions, leave me a message.

  • Vancouver, British Columbia, Canada