This project analyzed Mexico's toy market, optimizing revenue by addressing inventory challenges and identifying profitable product categories.

I explored a 10k+ customer dataset with SQL, cleaned it in Excel, and visualized churn patterns in Tableau for strategic insights.

Collaborated with Telkom UMKM, identifying trends for increased transactions despite lower Average Order Value, driving sales strategies.