Mariah Martin Shein
Work Experience
Director of Machine LearningWaterloo, ON
VubbleDecember 2019 — present
- Designing and implementing recommender systems for interesting, relevant, and surprising information
Website Administrator / Content GenerationGuelph, ON
Ralph Martin CampaignMay 2019 — October 2019
- Designed and maintained the website for a Canadian federal election candidate
- Wrote blog posts to educate and spread the messaging of the campaign
Developer / Data ScientistKitchener, ON
ProNavigator TechnologiesFebruary 2018 — August 2018
- Part of the core Agile (BitBucket, JIRA) development team of an AI insurance assistant
- Personally designed and constructed a new Alexa skill and over 30 custom chatbots
- Regularly used AWS, Linux, Python, MySQL, Javascript, and Unix scripting languages
Research AssistantWaterloo, ON
Centre for Theoretical Neuroscience, University of WaterlooSeptember 2015 — December 2017
- Part of an interdisciplinary research team that investigates the brain by building large-scale neural models
- Developed neural models of reinforcement learning and emotional valuation for my Master's research
- Regularly utilized Python packages, including NumPy, Pandas, Seaborn, and Nengo
Research AssistantSackville, NB
Mount Allison UniversityMay 2013 — August 2015
- Investigated workplace postural patterns for indicators of pain and fatigue using machine learning, the basis for three peer-reviewed publications
- Implemented Hidden Markov Models, Naive Bayes and worked with decision trees and other pattern recognition tools in Python and C
- Performed statistical analyses using SPSS and R
Web Development InternToronto, ON
Quillsoft Ltd.May 2012 — August 2012
- Developed online games to teach Blissymbolics, a symbolic language for international communication
- Made use of HTML, CSS, Javascript, and jQuery
Education
University of WaterlooWaterloo, ON
Master of Mathematics, Computer Science2015 — 2017
Thesis: "A spiking neural network of state transition probabilities in model-based reinforcement learning"
Mount Allison UniversitySackville, NB
Bachelor of Science, Computer Science and Cognitive Science2011 — 2015
Double Major with Distinction
Honours and Awards
NSERC Canada Graduate Scholarship - Master's2016 — 2017
President's Graduate Scholarship2015 — 2017
Ontario Graduate Scholarship2015 — 2016
Computer Science Departmental Award2015
David Gilchrist Chalmers Memorial Prize2015