Manufacturing Performance Analysis Dashboard

** Manufacturing Performance Analysis Dashboard**

This project focuses on analyzing **factory performance metrics** to identify inefficiencies, optimize production, and reduce operational costs. The analysis helps in improving machine efficiency, reducing defects, and optimizing energy consumption.

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### **️ Tools & Technologies Used:**

**Python** (Pandas, Matplotlib, Seaborn) – Data processing & visualization

**SQL** – Querying and analyzing machine & production data

**Excel** – Data cleaning and preprocessing

**Tableau** – Interactive dashboards for insights visualization

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### ** Key Insights & Achievements:**

**Optimized Machine Efficiency** – Identified underperforming machines and suggested improvements

**Energy Consumption Analysis** – Reduced excess energy waste by correlating machine efficiency with consumption

**Defect & Scrap Rate Reduction** – Analyzed the impact of temperature variations on defect rates

**Cost Optimization** – Identified high-maintenance machines and recommended predictive maintenance strategies

**Interactive Tableau Dashboards** – Provided a real-time view of production performance and KPIs

**This dashboard helps businesses improve factory efficiency, reduce costs, and enhance product quality!**