Amine Bouramtane — Portfolio

E-Commerce Data Mining & BI Platform

Analyzed 7,000+ transactions: RFM segmentation with K-Means, Random Forest and Gradient Boosting models, star-schema warehouse and Power BI dashboards.

The platform brings together data mining, machine learning and business reporting across more than 7,000 transactions. RFM analysis and K-Means group customers by behavior, while Random Forest and Gradient Boosting support predictive analysis. A star-schema warehouse organizes data for Power BI dashboards.

Technologies

Python, MySQL, Power BI, Scikit-learn

How it works

  1. Transaction data
  2. RFM segmentation
  3. Prediction models
  4. Power BI dashboards
Demo illustration — not an actual project screenshot.
Demo illustration — not an actual project screenshot.