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Michael Matsuda [email protected] | (647)-703-0023 | Personal Website | LinkedIn | Github Education Queen’s University Sep 2023 - May 2027 BASc, Applied Mathematics and Computer Engineering (3.6 cGPA) Kingston, ON Awards: Dean’s Scholar (2023-2025), 1st Place - Queen’s Engineering Competition 2023, Finalist - Ontario Engineering Competition 2024 Professional Experience Undergraduate Research Assistant May 2025 – Aug 2025 Queen’s University Kingston, ON • Built end-to-end ML pipeline to predict rheological properties of mining tailings materials, achieving 60%+ prediction accuracy by extracting experimental data from SQL databases (60+ publications, 1800+ records), engineered features, and trained regression models in Python • Developed automated preprocessing pipeline in Python (scikit-learn) with modular feature engineering, normalization, and outlier detection, reducing manual data preparation time by 95% • Engineered modular MATLAB automation framework, reducing setup time by 90%+, enabling reproducible numerical simulations AI Engineer May 2024 - May 2025 Outlier AI Remote • Developed and tested 200+ prompt variations for large language model content generation, improving output quality through systematic A/B testing and performance evaluation • Conducted 50+ rigorous A/B tests in collaboration with AI research teams, applying statistical analysis and experimental design to validate optimization and contribute to 1.5 standard deviations improvement on KPIs • Coll