Work Experience

  • Chicago Blackhawks logo
    Research Scientist Intern
    Chicago Blackhawks · Internship
    May 2025 - Present
    Chicago, Illinois, United States
    Working on statistical and machine learning analysis for NHL puck and player tracking data to support team analytics.
  • University of Waterloo logo
    Research And Teaching Assistant
    University of Waterloo · Permanent Full-time
    May 2023 - May 2025
    Waterloo, Ontario, Canada
    • Conducted statistical analysis and machine learning models using NHL puck and player tracking data, resulting in multiple published research papers
    • Assisted in teaching Mathematics and Computer Science courses, including creating and delivering instructional materials, conducting tutorials and lab sessions, and providing academic support to over 100 students
  • Richter logo
    Associate - Strategy and Transaction Advisory
    Richter · Permanent Full-time
    Sep 2021 - Jul 2022
    Toronto, Ontario, Canada
    • Analyzed market and financial data to identify growth opportunities and ideated a 5-year expansion strategy for a Montreal beauty store, expanding into 5 cities across Canada
    • Led an end-to-end digital transformation for a subscription-based alcohol company, resulting in a forecasted growth of 100% over the next four months
  • Ontario Teachers'​ Pension Plan logo
    Data Analyst
    Ontario Teachers'​ Pension Plan · Internship
    Jun 2020 - Dec 2020
    Toronto, Ontario, Canada
    • Performed data collection and curation using PowerBI, SQL, and Adobe Analytics for ongoing campaigns
    • Presented statistical insights to 800+ members and developed templates for future campaigns
  • TD logo
    Personal Banking Analyst
    TD ·
    May - Sep 2018, 2019
    Toronto, Canada Area
    • Developed software to detect and score customer digital activity, supporting the Next Best Action (NBA) ML model
    • Produced data reports on estate accounts, leading to a nationwide program for retention of long-term accounts