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Procurement Intelligence 🧠
• Scores and ranks every vendor by risk across 4 dimensions
• Quantifies financial exposure tied to critical suppliers
• Tracks negotiation savings by supplier and category
• Flags every policy violation and traces it to the source
• Measures your gap to audit compliance in real time
• All insights update live with every filter selection
The supplier risk matrix plotting defect rate against risk score is a really smart way to visualize procurement risk — most businesses just track spend without ever connecting it to compliance or defect patterns until something goes wrong.
The weighted risk score ranking makes it...
That's a really honest and interesting backstory — building something meaningful after stepping away from burnout is the kind of motivation that shows up in the quality of the work.
And you're absolutely right about the data engineering underneath being the real challenge. Clean,...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
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👥 HR Analytics Dashboard
Overview
A comprehensive HR analytics solution built with Power BI to analyze employee attrition, performance metrics, and workforce demographics. This project provides actionable insights for talent retention strategies and organizational decision-making.
🎯 Key Features
Employee Demographics Analysis: Gender, age groups, marital status, and education distribution
Attrition Intelligence: 26.08% attrition rate analysis with predictive indicators
Performance Metrics: Department-wise ratings and job satisfaction scores
Compensation Analysis: Salary distribution and income benchmarking
Work-Life Balance Insights: Distance from office and tenure correlations
📊 Dashboard Highlights
5,000 total employees analyzed
1,304 attrition cases identified
₹91,132 average monthly income
Interactive filtering by department, gender, and education
Multi-dimensional performance rating system
Geographic workforce distribution analysis
🛠️ Technologies Used
Power BI: Advanced visualizations and interactive dashboards
DAX: Custom calculations and KPI development
Data Modeling: Relationship optimization and performance tuning
💡 Key Insights
Identified high-risk employee segments for attrition
Analyzed correlation between education levels and job satisfaction
Evaluated department-wise performance patterns
Provided data-driven recommendations for HR policy improvements
Great work on this Power BI HR dashboard! The employee rating analysis and demographic breakdown sections are really well done. I’m also working on similar HR analytics projects, and this gives me so many ideas. What was the most challenging part you faced when building it?
🏥 Hospital Analytics Dashboard
Overview
A comprehensive healthcare analytics solution featuring three interactive Power BI dashboards that analyze patient flow, operational efficiency, and hospital resource management. This project transforms raw hospital data into actionable insights for healthcare administrators and decision-makers.
📊 Dashboard Components
1. Monthly View
Real-time patient metrics with trend analysis
Key performance indicators: Patient count, average age, waiting times, and satisfaction scores
Time-series visualizations for operational planning
2. Overall View
Comprehensive patient demographics and admission patterns
Department-wise analysis and resource allocation insights
Weekend vs. weekday operational trends
🎯 Key Metrics Analyzed
9,216 total patients across all departments
60% of patients attended within 30 minutes (efficiency benchmark)
7 departments analyzed including General Practice, Orthopedics, and Cardiology
Peak operational hours: 07-08 AM requiring enhanced staffing
🛠️ Technologies Used
Power BI: Multi-page interactive dashboards with advanced visualizations
DAX: Custom measures and calculated columns for KPI development
Data Modeling: Optimized relationships and performance tuning
💡 Business Impact
Identified peak patient flow patterns for staff optimization
Analyzed demographic trends for targeted healthcare services
Provided actionable insights for reducing patient waiting times
Enhanced operational efficiency through data-driven decision making
📊 Telecom Churn Analysis Dashboard
🎯 Key Features
Customer Demographics Analysis: Gender distribution, age segments, and tenure patterns
Service Usage Insights: Internet types, contract preferences, and service adoption rates
Financial Metrics: Revenue analysis, monthly charges, and payment method preferences
Churn Prediction Indicators: Key risk factors and customer segmentation
📈 Dashboard Highlights
21,438 total customers analyzed
5,879 churned customers identified
$2.85M total monthly revenue tracked
Interactive visualizations with drill-down capabilities
Geographic distribution mapping
Service-wise performance metrics
🛠️ Technologies Used
Power BI: Interactive dashboard creation and data visualization
💡 Key Insights
Identified high-risk customer segments
Analyzed correlation between contract types and churn rates
Evaluated impact of service offerings on customer retention
Provided data-driven recommendations for reducing churn
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