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Caitrin Armstrong is a seasoned data scientist and project lead currently working at IVADO Labs since April 2023. Prior experience includes roles as a data scientist and project lead at MEDTEQ from December 2019 to November 2022, and positions at Aifred Health as Chief Technology Officer and machine learning engineer from May 2018 to November 2022. Caitrin also served as a consultant data scientist at Good Analytics from September 2019 to May 2020, and worked as a researcher at Network Dynamics Lab from October 2014 to March 2019. Additionally, Caitrin has experience as a teaching assistant at McGill University from September 2015 to December 2017 and as a software developer at the McGill Centre for Integrative Neuroscience in 2016. Educational qualifications include a Master of Science (M.Sc.) in Computer Science and a Bachelor of Arts and Science with First Class Honors in Cognitive Science, focusing on Computer Science and Psychology, from McGill University.