End-to-End Python implementation of the Heuristic-Augmented Financial Risk Index (HAFRI) framework from Abdullah et al. (2025). Processes expert surveys and financial statements to generate composite risk scores, enabling robust ranking of fiscal periods through hierarchical decomposition and consistency validation.

Financial modelling and valuation analysis of Netflix using Excel, including revenue projections, cost structure evaluation, Discounted Cash Flow (DCF) valuation, and Weighted Average Cost of Capital (WACC) estimation.

Commercial borrower financial statement analysis repo for standardised financials, ratio diagnostics, and working-capital metrics used in both structured credit assessment and practical lending decisioning.

End-to-end Financial Statement Analysis using Excel — includes data cleaning, ratio analysis, forecasting, and prescriptive modeling to simulate real-world financial analyst work.