I will do customer retention analysis and rfm segmentation

China

I speak Chinese, English

Customer Acquisition and Retention and AI Accelerated

Is your acquisition cost rising while retention drops? I'm a senior data analyst with 12 years across insurance, FMCG, internet, and fintech. I help you: • Find when and why customers leave (cohort & ...
About this Gig

Is your customer acquisition cost rising while retention drops? I turn messy transaction data into clear, actionable strategies.


With 12 years of cross-industry experience (insurance, FMCG, fintech, internet), I specialize in the full customer lifecycle: acquisition, retention, loyalty, and win-back.


What you get:

Cohort & retention analysis see exactly when customers leave

RFM segmentation identify VIPs, growth potential, and churn risks

Marketing channel ROI & attribution stop wasting budget

Churn prediction & CLV calculation prioritize high-value recoveries

Automated dashboards weekly/monthly insights on autopilot


Standard and Premium packages include a detailed written report with specific next steps. No 50-page decks nobody reads.


What I need from you:

Transaction data (CSV/Excel): Customer ID, order date, amount

Your top 2-3 business questions

Brief context about your business model


All data is treated confidentially and deleted after project completion.


I work evenings (GMT+8) and weekends. Message me before ordering to confirm scope and timeline.

Technology:

Excel

Google Sheets

Jupyter Notebook

Pandas

MySQL

Analysis type:

Quantitative analysis

Impact analysis

Expertise:

Business Insights

AB test

Experiment design

Trends

Programming language:

Python

SQL

My Portfolio