• Developed “BrandGuard”, an NLP-based application that analyzes product reviews to determine how closely online sellers align with the values and branding of an online marketplace• Implemented topic identification and sentiment analysis models (Naive Bayes Classification) in Python, to identify reviews’ sentiment on a range of topics• Designed a web app using flask and deployed it on AWS

• Designed interactive dashboards for educational institutions to effectively review and analyze data from their learning management system, helping them to track student success and to easily identify students and assessments requiring additional attention• Planned and conducted user research and interviews to understand client needs with respect to reporting and visualization of data• Applied principles of Agile user experience design, with frequent communication with developers, designers, and clients

• Conducted research on a range of human behaviour (visual search, perception of time, recollection of memories) by identifying key gaps in knowledge, defining and testing hypotheses, and interpreting and reporting experimental data for several concurrent projects• Created and maintained data pipelines using R to clean and analyze experimental data then generate publication-quality reports and visualizations• Worked with teams of varying expertise including undergraduate research assistants, doctoral researchers, and professors• Communicated complex statistical concepts to non-expert undergraduate students through tutorials on probability and inferential statistics, including confidence intervals, t-tests, and regression• Completed the Fundamentals of University Teaching Certificate through the University of Waterloo, developing the ability to skillfully organize and present content in brief sessions

• Developed and validated computer model of a solid oxide electrolysis cell to accompany a planned experimental system

• Conducted study of tumour motion in radiation therapy (Tomotherapy)• Performed quality assurance checks on radiation therapy delivery plans

• Integrated national and international safety guidelines into site-level guidelines