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Open-source sustainability skillsets for AI agents, designed for environmental measurement, energy and resource efficiency, waste reduction, sustainability reporting, and evidence-based operational improvement.
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.