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02 / EXPERIENCE

Experience and selected work

Selected projects, internship work, and service experience that show how I work with data, information, and people.

01

PROJECT PORTFOLIO

Quantitative Research & Analytics Portfolio

Personal projects

  • Built a Python Monte Carlo forecaster with more than 10,000 simulated paths, VaR, CVaR, automated tests, documentation, and a live Streamlit app.
  • Built a Toronto rental data pipeline using public datasets from the Canada Mortgage and Housing Corporation (CMHC) and the City of Toronto.
  • Used Python and SQL to clean and organize source files, with validation tests and GitHub Actions checking each update before the data reaches the interactive map.
RELATED PROJECTSStock Monte Carlo Forecaster ↗Toronto Rent Heatmap Lab ↗
02

INTERNSHIP

Data Assistant Intern

Shenyang Ansheng

  • Cleaned and standardized business records by resolving inconsistent formats, duplicate entries, and missing fields before reporting.
  • Audited data by comparing records with source information, flagging discrepancies, and documenting corrections.
03

SERVICE EXPERIENCE

Restaurant Crew

TSUJIRI Halifax

  • Served customers and processed orders during busy shifts.
  • Coordinated with teammates to keep orders accurate and service consistent.
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