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Decision-focused Python analysis of Volt-Bike operations showing that higher operational cost does not necessarily increase customer satisfaction. Using correlation analysis, variability measures, R² evaluation, and visual analytics, the project identifies product innovation as a stronger value driver than further process optimization.
A series of simple-to-advanced analyses on energy usage (kWh) and operational costs for Austin Street Brewery, spearheaded by a collaboration with NEEFC.