Crafting Dynamic BI Dashboards for Financial Risk AnalysisCrafting Dynamic BI Dashboards for Financial Risk Analysis
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Birra Kounain
• 1d
Project Title
Enterprise Financial Health & Risk Command Center
Project Overview
Engineered a comprehensive, interactive business intelligence dashboard using raw corporate financial datasets sourced from Kaggle. The goal of this project was to establish a centralized "Command Center" that bridges operational bottom-line metrics with enterprise balance sheet liabilities for high-level executive review.
The Technical & Analytical Process
Data Engineering & Preparation: Processed, extracted, cleaned, and structured unorganized raw financial logs to build a reliable data model mapping Net Income timelines against liability structures.
Interactive Risk Mapping: Designed custom action filters within a scatter plot framework. As shown in "Dashboard 1 (1).png", this allows stakeholders to actively select specific liquidity risk outliers on the Liquidity Risk Map (comparing Total Liabilities against Working Capital Ratio) to instantly filter and update corresponding multi-year Profitability Trends.
C-Suite Design Standards: Optimized the dashboard layout using a minimalist, corporate-friendly color palette (structured around graded blue-scale metrics for Net Income ranges from 20B to 28B) ensuring the visual assets meet strict presentation standards for executive board reviews.
Data AnalysisDatabase DevelopmentFinancial AnalysisTableau
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