Daniel Sibanda

Financial Distress Predictive Analytics

Fortune 500 Insights

A financial-risk analytics project using machine learning, financial ratios and explainable AI to estimate firm-level distress probabilities and support earlier financial risk detection.

0.65

ROC AUC

0.66

Recall

0.53

F1

0.45

Precision

Technologies & Capabilities

Machine LearningFinancial RiskPower BI

Screenshots

Financial Distress Predictive Analytics dashboard

Video Demo

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