I will analyze your customer data and uncover profitable segments

Do you want clear customer segments and actionable insights instead of vague charts?

I will process and analyze your customer & order data, build clustering models tailored to your goals, and deliver concrete recommendations you can apply to marketing and retention right away.

Whether its an online shop or a growing D2C brand, I turn data into understandable segments, cross-sell opportunities, and simple next steps. All work can be handled locally for data security.

What I offer

• Customer segmentation with clustering (K-Means; GMM/DBSCAN if appropriate)
• Clear segment profiles (value, frequency, recency, discount sensitivity)
• Buying-pattern analysis (cross-sell ideas)
• Optional churn & retention risk highlights (who is likely to drop off)
• Easy-to-read visuals (cluster plots, heatmaps, segment comparison)
• Executive summary in plain business language + concrete recommendations
• Deliverables: PDF summary, charts, and a CSV with segment ID per customer

Data size limits

• Basic: Up to 5,000 rows (customers or orders), ~3 segments
• Standard: Up to 20,000 rows, ~5 segments
• Premium: Up to 50,000 rows, ~7 segments

Contact me to discuss your data and unlock actionable insights!