Gabriel John D.

Gabriel John D. Email and Phone Number

Associate Researcher @ St. Michael's Hospital
Toronto, ON, CA
Gabriel John D.'s Location
Toronto, Ontario, Canada, Canada
About Gabriel John D.

I am a postdoctoral researcher at St. Michael's Hospital and the University of Toronto leveraging advanced quantitative methods to examine health disparities through an intersectional lens. My research focuses on how factors like sexual orientation, gender identity, neighborhood access to material resources, race/ethnicity, and intimate partner violence shape health outcomes.I specialize in applying causal inference techniques, like propensity score matching, to complex health questions using linked administrative data from sources such as the NACRS, DAD, OHIP, and datasets housed at Statistics Canada Research Data Centres (RDCs). I have extensive experience efficiently managing and analyzing survey data like the CCHS, SSPPS, and GSS using Stata, SAS, Python, and R.Through my RDC work, I have developed expertise navigating the unique challenges of complex survey data, including survey design, data linkage, and disclosure control issues. This positions me to conduct rigorous research using some of Canada's most comprehensive social and health data resources.My findings have been published in journals like Social Science & Medicine, American Journal of Psychiatry, and BMC Public Health. I have also presented at major conferences.As a member of the LGBTQIA+ community and a racialized immigrant, I bring a unique perspective to advancing equity in research. I am passionate about producing policy-relevant evidence to improve health outcomes for historically marginalized populations.I am seeking an independent researcher position with RDC data access and tri-council grant eligibility. I am also open to consulting on projects where my expertise in machine learning, causal inference, large population-based surveys, and linked health administrative data could add value. To discuss potential opportunities or book a discovery call, please email me at gabrieljdusing@gmail.com.Specialties: Causal Inference | Machine Learning | Structural Equation Modeling | Multilevel Modeling | Survival Analysis | Intersectional Analysis | Linked Administrative Data

Gabriel John D.'s Current Company Details
St. Michael's Hospital

St. Michael'S Hospital

View
Associate Researcher
Toronto, ON, CA
Website:
unityhealth.to
Employees:
8437
Gabriel John D. Work Experience Details
  • St. Michael'S Hospital
    Associate Researcher
    St. Michael'S Hospital
    Toronto, On, Ca
  • St. Michael'S Hospital
    Associate Researcher
    St. Michael'S Hospital Jun 2023 - Present
    Toronto, Ontario, Canada
  • York University
    Postdoctoral Researcher
    York University Aug 2022 - Jan 2024
    Toronto, Ontario, Canada
  • St. Michael'S Hospital
    Associate Researcher
    St. Michael'S Hospital Mar 2022 - Aug 2022
    Toronto, Ontario, Canada
  • Top Hat
    Junior Project Manager
    Top Hat Sep 2021 - Mar 2022
    Toronto, Ontario, Canada
  • Self Employed
    Consultant
    Self Employed Jul 2020 - Sep 2021
    Toronto, Ontario, Canada
    Pro-bono: Conducting usability research on hiring processes to improve job application conversion rates for General Assembly Data Science graduatesCleaned and merged data from CDC, Bureau of Labor Statistics, and U.S. Census Bureau using Regex, CSV, and Pandas Python packages into a single dataset for client’s ease-of-usePerformed data analysis on open data sources to identify discrepancies in African-American women’s health and economic outcomes so clients could effectively… Show more Pro-bono: Conducting usability research on hiring processes to improve job application conversion rates for General Assembly Data Science graduatesCleaned and merged data from CDC, Bureau of Labor Statistics, and U.S. Census Bureau using Regex, CSV, and Pandas Python packages into a single dataset for client’s ease-of-usePerformed data analysis on open data sources to identify discrepancies in African-American women’s health and economic outcomes so clients could effectively allocate resources for nonprofit work Show less
  • Sharpestminds
    Data Science Fellow
    Sharpestminds Feb 2021 - Apr 2021
    Toronto, Ontario, Canada
    Productionizing a marketing mixture model developed at Google to predict weekly sales from advertising spending across various media with Bayesian methods using PyStan
  • The University Of Tennessee At Knoxville
    Graduate Assistant
    The University Of Tennessee At Knoxville Jan 2015 - Jun 2020
    Knoxville, Tennessee, United States
    Highlights:Created a 50-page manual that eliminated 1 month’s worth of onboarding for new graduate assistants at the Center for International EducationPerformed data analysis using R and Excel to identify students who were at risk of underperforming in exams based on online homework data
  • Murray State University
    Graduate Teaching Assistant
    Murray State University Jan 2013 - May 2014
    Murray, Kentucky, United States

Gabriel John D. Skills

Mathematics Writing Pandas Scikit Learn R Git Operations Research Data Science Matlab Teaching Linear Regression Data Analysis Tensorflow Communication Data Analytics Time Series Analysis Haskell Statistical Data Analysis Cascading Style Sheets Natural Language Processing Matplotlib Html Artificial Intelligence Programming Latex Microsoft Excel Seaborn Quantitative Analytics Foreign Languages Qualitative Research Financial Analysis High Degree Of Initiative Online Research Numpy Flask Interpersonal Skills Python Sql Analytical Skills Research Machine Learning Statistical Modeling Easily Adaptable Statistics Programming Languages Github

Gabriel John D. Education Details

Frequently Asked Questions about Gabriel John D.

What company does Gabriel John D. work for?

Gabriel John D. works for St. Michael's Hospital

What is Gabriel John D.'s role at the current company?

Gabriel John D.'s current role is Associate Researcher.

What schools did Gabriel John D. attend?

Gabriel John D. attended University Of Tennessee, Knoxville, General Assembly Toronto, Murray State University, Union University.

What skills is Gabriel John D. known for?

Gabriel John D. has skills like Mathematics, Writing, Pandas, Scikit Learn, R, Git, Operations Research, Data Science, Matlab, Teaching, Linear Regression, Data Analysis.

Who are Gabriel John D.'s colleagues?

Gabriel John D.'s colleagues are Alison Mcauley, John Policarpio, Martin Torres, Hyacinth Valino, Rachael O., Brittany Gordon, Gillian Brunning.

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