Built a financial-risk review using synthetic business data to evaluate liquidity, debt-service capacity, leverage, and potential risk indicators. Created calculated financial ratios, review flags, and an Excel dashboard to surface applicants requiring deeper analysis. This is a self-directed portfolio simulation and not a credit-decision model.