Data Analytics · Business Intelligence

Supply Chain Analytics & Performance Dashboard

An end-to-end Data Analyst project focused on supply chain operations, inventory management, warehouse performance, stockouts, backorders, and revenue trends.

Problem Statement

Supply chain operations face recurring issues around inventory shortages, product stockouts, backorders, fulfillment gaps, warehouse inefficiencies, and revenue leakage. Without a connected view of warehouse and inventory data, it becomes difficult to identify where the operational gaps are and how they impact revenue.

  • Inventory shortages
  • Product stockouts
  • Backorders
  • Fulfillment gaps
  • Warehouse inefficiencies
  • Revenue leakage

Business Objectives

  • Understand warehouse-level performance and identify inefficiencies
  • Monitor inventory levels and detect stockout risk
  • Analyze backorders and fulfillment gaps
  • Evaluate demand forecast patterns
  • Assess product category performance
  • Track revenue trends and lead times
  • Deliver KPI monitoring and business recommendations

Analytical Workflow

SQL Data Cleaning → Data Validation → Excel Pivot Analysis → Python EDA → Business Insights → Power BI Dashboard

Technologies Used

SQLMySQLPythonPandasNumPy MatplotlibSeabornExcelPivot Tables Power BIGitGitHub

Key Analysis & Deliverables

  • Warehouse performance analysis
  • Inventory level monitoring
  • Demand forecast analysis
  • Stockout and backorder analysis
  • Product category performance
  • Revenue analysis
  • Lead time monitoring
  • Interactive Power BI dashboard
  • KPI monitoring and business recommendations

Business Value

This project demonstrates a complete analyst workflow — from raw transactional data to a decision-ready dashboard. It connects warehouse and inventory performance to revenue outcomes and provides a framework for monitoring stockouts, backorders, and fulfillment gaps through KPIs.

Note: No specific verified numeric findings (e.g., exact stockout rates or revenue figures) were included in the project brief, so none are presented here.

Project Resources