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I analyzed and visualized data using Excel, SQL, and Python. The project included data cleaning, exploratory analysis, KPI calculations, and visualizations to identify useful business insights and support data-driven decisions.
The network for creativity
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Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Data Analyst crafting Power BI dashboards & business insights.
Built a Capacity & Bottleneck Analysis tool in Excel to help operations teams identify overloaded work centers, understand capacity gaps, and make better production planning decisions.
The analysis compares available capacity against required hours across each resource, highlights constraints before they impact output, and provides a clear view of where overtime, workload balancing, or schedule changes may be needed.
Key features:
Available vs. required capacity analysis
Work center utilization tracking
Capacity gap calculations
Bottleneck identification
Overtime requirement visibility
Capacity vs. demand trends
Utilization trend analysis
Risk-based alerts
Actionable planning recommendations
Management-ready summary dashboard
Designed to help planners quickly identify where capacity is constrained, understand the size of the gap, and determine where resources or schedules may need to be adjusted.
Built a dynamic Executive KPI Dashboard in Excel to turn raw business data into clear, decision-ready insights. The dashboard highlights key metrics such as sales, gross profit, operating profit, on-time delivery, customer performance, monthly trends, and variance to target.
Designed for quick executive review, the dashboard helps users spot performance changes, identify problem areas, and track progress without digging through large spreadsheets or manual reports.
Key features:
KPI summary cards
Month-to-date performance
Actual vs. target variance
Customer performance analysis
Sales and profit trends
Clean executive-level reporting layout
Built to support repeatable reporting and easy data updates
