I will analyze data with advanced analytics to deliver actionable insights

I help businesses unlock the full potential of their data through advanced analytics and statistical modeling. For a leading retail giant with 100+ outlets, I carried out a space yield analysis to optimize product placement and maximize returns.

Business problem- The client needed to understand how different product categories performed across outlets with varying space allocations. They required a systematic, data driven approach to guide space allocation decisions.

Approach-

Data Gathering: Collected sales data from 100+ outlets and recorded space/bay allocations for product categories.

Clustering Analysis: Used statistical clustering to group categories based on movement and allocated space.

Quadrant & Scatter Analysis: Visualized category behavior to identify yield patterns and inefficiencies.

Prescriptive Modeling: Simulated changes in bay space allocation to estimate potential gains and provide actionable recommendations.

Results-

Visibility into category performance across outlet types.

Identification of underperforming categories and space inefficiencies.

Prescriptive insights on how reallocating bay space could improve yield.

Data driven recommendations for management