Customer Segmentation in the US

• Segmented 100,000+ US consumers into 5 distinct groups using k-means for targeted marketing.

• Applied PCA to reduce dimensionality while maintaining 95% of data variance for clear visualization.

• Built an interactive Plotly Dash dashboard that reduced client decision-making time by 50%.