Data Analyst, Consultant at BC College of Nurses and Midwives

Automated ETL pipeline: standardized input schemas, optimized data loading, and improved query performance; Built end-to-end reporting workflow from raw Excel data to formatted R Markdown output; Performed data validation and quality control on datasets with thousands of records

Freelance Software Developer at Self-Employed

Built full-stack web applications for clients including interactive 3D visualizations and AI-powered features using OpenAI API with function calling; Developed automation tools integrating Google Calendar and Gmail APIs for report generation, in production use for 3+ years; Deployed and maintained applications on DigitalOcean with Node.js backends; Collaborated with designers to translate creative concepts into functional, responsive websites

Open Source Learning Facilities Project Assistant at University of British Columbia

Developed interactive Python dashboards using Plotly Dash for data science education; Migrated legacy R and MATLAB codebases to Python libraries; Created technical documentation and instructional materials serving 1,500+ students annually; Collaborated with faculty and developers using Git/GitHub