Professional work
Hamrah e Aval (MCI)
Machine Learning Engineer · November 2020–April 2022 · Tehran
Problem
Support database marketing with customer segmentation.
Approach
Use RFM (recency, frequency and monetary) analysis and behavioral data; tune segmentation models and memory use.
Output
Customer segmentation models supporting churn-risk analysis and campaign targeting. No campaign uplift is asserted.
These descriptions summarize my supported professional background. Public tools and studies are separate artifacts; their limits remain part of the work.