Shereen Elaidi
Graduate Teaching Assistant
Montreal, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolShereen Elaidi is a PhD student in probability at McGill with eight years of experience blending rigorous mathematical research, teaching, and applied data science. As a Graduate Teaching Assistant she has led tutorials and graded across linear algebra, calculus and ODEs while developing clear pedagogy for diverse student levels. Her practicum work includes building ML models in Python and TensorFlow for industrial partners (e.g., TD Canada), creating educational R tutorials for longitudinal data, and producing missing-data workbooks for medical datasets. Comfortable moving between theory — stochastic differential equations and geometry — and practice — MLOps and model deployment — she brings a rare combination of formal probability training and hands-on ML pipeline experience. Colleagues appreciate that she pairs deep technical curiosity with effective communication, turning advanced mathematical ideas into accessible learning resources.
8 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD, Probability, Doctor of Philosophy - PhD, Probability at McGill University
English, French
Github Skills (17)
data-journalism7
scrapy6
scraper6
plot6
crawler5
sympy4
algebra4
python4
jupyter3
predict3
orbital2
linear-algebra2
surface2
location2
machine-learning1
Programming languages (4)
Github contributions (5)
ShereenElaidi/ShereenElaidi.github.io
Jul 2020 - Jun 2024
Contributions:3 PRs, 103 pushes, 1 branch in 4 years
ShereenElaidi/vaccine-tracker
Dec 2020 - Mar 2021
A web scraper to automatically gather information from Québec's COVID-19 update website and plot it.
Contributions:55 commits, 16 PRs, 46 pushes in 3 months
pythonscrapyplotweb-scraperweb-scraping
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