Professional Experience
Software Developer
BC Primary Health Care Research Network (BC-PHCRN) May 2025 – Present
Contributing to the development of a web-based data visualization tool that supports primary care research by transforming electronic medical record (EMR) data into interactive, user-friendly insights.
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- In progress
Data Analyst
Minivillage
May 2024 - Aug. 2024
Conducted the analysis of Minivillage’s beginning-of-pilot resident surveys to deliver actionable insights on community dynamics and feature preferences, directly informing strategic planning and user experience enhancement.
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- Developed a structured reporting framework, organizing survey data into relevant sections for a clear, comprehensive overview of community state and engagement.
- Employed a combination of statistical methods and machine learning techniques, including natural language processing (NLP), to extract deeper insights from open-ended responses and quantitative data.
- Integrated the Eden AI API to enhance data processing capabilities, automating elements of analysis for increased accuracy and efficiency.
- Provided data-driven recommendations that supported Minivillage’s user-centric development strategy, identifying community needs and potential areas for improvement.
Teaching Assistant
University of British Columbia
Sep. 2019 - Dec. 2019, Sep. 2023 - Apr. 2024
Assisted with undergraduate computer science courses at UBC, supporting student learning through tutorials, grading, and collaborative teaching improvements with professors.
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- Cooperated with professors and TAs to prepare materials for courses: CPSC121 Models of Computation (2019), CPSC322 Introduction to AI (2023), and CPSC 422 Intelligent Systems (2024).
- Facilitated weekly tutorials and office hours to expand students’ understanding of lecture concepts.
- Assisted in enhancing teaching methods by identifying potential issues in weekly meetings with professors.
- Graded homework and exams, providing constructive feedback to support student progress.
Data Product Manager Intern
JD
Oct. 2020 – Nov. 2020
Streamlined operations at JD by conducting data analysis across departments, reducing project delivery times, and contributing to B2B big data solution planning.
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- Conducted in-depth data analysis across 5 departments, identifying areas for improvement and achieving a 20% reduction in average project delivery time.
- Supported the planning of B2B big data solutions through research, reporting, and competition analysis.
- Completed and edited meeting minutes for weekly departmental meetings attended by over 30 participants.
Research Assistant
University of British Columbia
Oct. 2018 – Mar. 2019
Quantified structural stigma levels for marginalized groups and presented findings at a research conference, supporting UBC’s understanding of social protections.
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- Analyzed historical data on social and legal protections for sexual and gender minorities in North America.
- Presented findings at the Multidisciplinary Undergraduate Research Conference, contributing to UBC’s research on structural stigma.
