I am a 4th year Computer Science student at the University of Victoria. I'm passionate about data science, machine learning. I have gained hand on experience in data science at the BC Ministry of Health where I develop a new implementation for managing British Columbia's Chronic Disease Registry.
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Project AnalystFiera Comox PartnersCanada -
Data AnalystBc Ministry Of Health May 2024 - Aug 2024Victoria, British Columbia, CanadaDuring my 4-month co-op position at the Ministry of Health on the Public Health Surveillance and Epidemiology team, my primary project was to implement a statistical model for deriving estimates of the mortality rate within small population in BC. The implementation of this model followed the methodology from a paper published by the Journal of the American Medical Association titled "Understanding County-Level, Cause-Specific Mortality".I gained hands on experience specifying generalized linear mixed models using Template Model Builder (TMB). In addition to model specification, I produced a system for validating this model using R, and through this process I further developed my ability to write organized code using the tidyverse libraries.Furthermore, I developed my machine learning and statistical data analysis skills by diagnosing issues with models and adjusting hyperparameters. Through hands-on experience, I learned to identify problems such as overfitting and underfitting, by analyzing metrics and visualizations. This process involved experimenting with different configurations to optimize model performance, enhancing my ability to refine models for improved accuracy and robustness in predictive analytics.
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Health Information Program DeveloperBc Ministry Of Health May 2023 - Aug 2023Victoria, British Columbia, CanadaDuring my 4-month co-op, I successfully led a solo software engineering project to redesign the software for maintaining British Columbia's Chronic Disease Registry, enhancing its performance and maintainability.This self-directed project provided extensive experience in using R to transform and extract information from large datasets. I also gained valuable skills in communicating and visualizing data analysis results through RMarkdown and LaTeX.In developing this software, I identified several structural and logical defects in the existing code. This analysis informed my implementation, allowing me to minimize redundancies and create a maintainable codebase.
William Murray Education Details
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Computer Science -
Computer Science
Frequently Asked Questions about William Murray
What company does William Murray work for?
William Murray works for Fiera Comox Partners
What is William Murray's role at the current company?
William Murray's current role is Project Analyst.
What schools did William Murray attend?
William Murray attended University Of Victoria, University Of Victoria.
Who are William Murray's colleagues?
William Murray's colleagues are Sophie Lapierre Cpa-Ca, Evan Flater, Jasmine Mussani, Ross Gelber, Ilan Bernadski, Maria Antonia Londoño, David Fortier.
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William Murray
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