Experience

Work experience across data engineering, analytics, and technical teaching.

A focused timeline of professional experience that supports the technical project work.

Experience

Data Engineer

Investment Management Corporation of Ontario (IMCO) - Toronto, ON

Azure Data Factory, SQL Server Management Studio, Databricks, Snowflake, Power BI

May 2026 - Aug 2026 (4 mos)
  • Automated front-office data pipelines via metadata-driven orchestration, ensuring data availability by integrating SSMS and ADF.
  • Secured data reliability by engineering Medallion architectures via Azure Data Lake Store and Databricks, removing landing errors.
  • Empowered Total Portfolio and Capital Markets (TPCM) decisions by routing Databricks outputs seamlessly into Snowflake.
  • Accelerated project delivery, meeting Agile Sprint objectives, by managing CI/CD via Azure DevOps, Git, and Liquibase.

Experience

Teaching Assistant

University of Toronto

Jan 2024 - Aug 2025
  • Mentored 240+ students through tutorials on SQL, statistical inference, probability, Bayesian statistics, and database fundamentals.
  • Improved student satisfaction with 90%+ positive feedback by explaining research ideas and technical concepts through 35+ office hours.
  • Supported fair assessment for 2,000+ students with consistent rubric-based marking and 100% on-time delivery.