Evidence Performed by Shayne Vacher-Moffeit

Executed primary descriptive data analysis and exploratory modeling using Python and core data manipulation libraries on Canadian emissions data to simulate strategic decisions for a climate-conscious automotive manufacturer. Profiled dataset integrity, evaluated structural data types, and established systematic data-cleaning documentation. Engineered multi-variable data visualizations to isolate environmental trends, linking quantitative insights directly to business growth strategies. Constructed a supervised linear baseline model and interpreted its core evaluation metrics to present data-driven product recommendations to a corporate board.