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Data Science

Projects

SPARK
SPARK

I lead a group of facilitators in running an employment-readiness and data science program for youth and young adults with autism spectrum disorder (ASD).

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POND Tools

I created POND Tools, a python library that standardizes the process of importing, merging, and cleaning data from the Province of Ontario Neurodevelopmental Disorders (POND) Network.

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Anxiety Meter RCT

I collected data, processed, and analyzed ECG data from a randomized control trial of the Anxiety Meter, a wearable device that give real-time feedback on anxiety levels.

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Virtual Reality for Youth with Autism

I assisted in a pilot study investigating predictors of virtual reality safety and sense of perception in kids with autism.

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Online Hate Project

I pulled, cleaned, and processed data from sites such as Reddit, GAB, Twitter to investigate why people with autism might be more likely to be radicalized by online hate groups.

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ECHO Ontario Autism Program

I helped analyze data for the annual ECHO Ontario Autism program report submitted to the Ministry of Ontario.

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QC App for Physio Signals

I built an app to plot and record quality control of physiological signals (i.e, ECG, EDA, Respiration) signals using tkinter and python. The app was integrated with the REDCap API.

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REDCap Database Setup and Maintenance

At Holland Bloorview, I set up REDCap databases for a variety of multi-centred studies (e.g., Autism Research Game Study, Facing Your Fears).

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Processing fNIRS Data

I processed functional near-infrared spectroscopy for a study exploring the relationship between language and motor abilities in typically developing children and children with autism.