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decision-analytics

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Analyze consumer preferences to segment products and guide product, pricing, and portfolio strategy using affinity-based data.

  • Updated Jul 19, 2026
  • Jupyter Notebook

Affinity-based consumer segmentation analysis linking product attributes to distinct customer personas, with strategic implications for pricing, positioning, and portfolio design.

  • Updated Feb 23, 2026
  • Jupyter Notebook

An Excel project analyzing road accidents. It shows that daily city traffic is actually riskier than extreme weather. I used weighted scoring and a prioritization matrix to turn data into clear insights using a professional dashboard.

  • Updated Jul 23, 2026

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.

  • Updated Jul 23, 2026
  • Python

Sales & Customer performance analysis built with Excel BI, Power Query, and DAX. Explores revenue concentration, customer segmentation, product portfolio performance, and operational bottlenecks to reveal hidden business risks and support data driven decision making.

  • Updated Jul 22, 2026

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