EXPERIENCE / THE PATH SO FAR
Building on
every chapter.
Learning how data informs decisions, how AI fits into real workflows, and how thoughtful software connects the two.
Audit AI & Analytics
BMO
Data Science Analyst
My next chapter: bringing my interests in data science, AI, and finance into Audit AI & Analytics.
Data analytics & financial planning
Yamaha Motor Canada
Data Analyst Co-op
Turning sales data and economic indicators into a clearer picture for forecasting and financial planning.
- Improved month-over-month and year-over-year demand projections by building statistical learning and machine learning models for demand forecasting and competitor-pricing analysis.
- Enabled privacy-conscious buyer-behavior analysis by combining product-level purchase records with third-party demographic probability data in an aggregate-only analytics dashboard.
- Accelerated forecasting, budgeting, and monthly FP&A decisions by delivering executive-facing Power BI dashboards for financial planning and review.
- Ensured reliable Power BI refreshes by engineering Python pipelines to clean, standardize, and merge internal sales records with Statistics Canada economic indicators.
Constellation Software · TSX: CSU
Jonas Software
AI Enablement Intern
Helping teams put AI to work across HR, finance, and internal operations.
- Saved time for a global HR team by automating candidate evaluation with AI-powered workflows that transformed unstructured candidate information into structured outputs.
- Automated invoice analysis and financial workflows by designing end-to-end systems with Power Automate, n8n, and LLMs that converted unstructured information into structured outputs.
- Supported AI governance and education across departments by maintaining the Jonas AI Hub, authoring standard operating procedures, and assisting with hands-on workshops.