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🏦 Bank Loan Analysis Dashboard | Power BI & SQL
Transforming raw banking data into actionable insights using SQL, Power BI, Excel, and DAX.
Bank Loan Analysis is an end-to-end Business Intelligence solution designed to help banks and financial institutions monitor loan performance, borrower behavior, portfolio quality, and risk through interactive dashboards and KPI-driven analytics.
🔹 What I Did
• Extracted, cleaned, and transformed loan data using SQL and Excel
• Built an optimized data model in Power BI
• Created interactive dashboards with drill-down and cross-filtering capabilities
• Developed DAX measures for key banking and lending KPIs
• Designed Summary, Overview, Risk & Profitability, and Details dashboards
📊 Dashboard Features
• Executive Summary Dashboard
• Loan Portfolio Overview
• Good Loans vs Bad Loans Analysis
• Funded Amount & Amount Received Analysis
• Interest Rate & Debt-to-Income (DTI) Analysis
• Loan Status Monitoring
• Loan Purpose Analysis
• Home Ownership Analysis
• Risk & Profitability Dashboard
• Loan Grade & Sub-Grade Analysis
• Interactive Filters & Drill-through Navigation
🛠 Tools & Technologies
• Power BI
• SQL
• Microsoft Excel
• DAX
• Power Query
📈 Project Impact
• Analyzed 39K+ loan applications
• Processed over $436M in funded loans
• Tracked over $473M in loan repayments
• Identified 86.18% Good Loans and 13.82% Bad Loans
• Delivered interactive dashboards for faster, data-driven lending decisions
• Improved portfolio monitoring through real-time KPI tracking
💻 GitHub Repository
https://github.com/Sandeep-crtl/Bank_loan_analysis
📝 LinkedIn Project Post
https://www.linkedin.com/feed/update/urn:li:activity:7418738759317450752/
#PowerBI #SQL #BankingAnalytics #FinancialAnalytics #BusinessIntelligence #DataAnalytics #Dashboard #DataVisualization #DAX #PowerQuery #LoanAnalysis #RiskAnalysis #BusinessAnalytics
The network for creativity
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