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.