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McMaster University

Machine Learning Research Assistant

McMaster University

September 2025 – November 2025

Responsibilities

  • Developed predictive models to estimate short-term player injury likelihood using historical performance data from 5+ input sources, improving early-risk identification accuracy.
  • Built automated data pipelines integrating Python and SQL that collected, cleaned, and validated millions of records, supporting scalable experimentation and continual model retraining.