A local MVP for working-capital underwriting of Dutch e-commerce SMEs. Builds a consent-based merchant credit passport from multi-source data and runs a two-engine system: a transparent rules engine that decides, plus a shadow ML model logged in parallel. Python · scikit-learn · DuckDB · Streamlit.

Cash to cash cycle optimization supply chain finance

Order-to-Cash Performance Analysis of Tata Motors FY2024 - Built using Power BI and public financial data

Credibly APIs.json profile

Python, SQL, and Excel analytics pipeline for SAP-style chemical sales, inventory, AR/AP, forecasting, and working-capital reporting.

Formula-Driven Financial Modeling | Valuation | Risk Analytics | FP&A | DCF | Altman Z-Score | Fraud Detection | Python | Excel

Fundbox APIs.json profile

Interactive cash flow simulator to learn working capital dynamics, growth paradox, and debt coverage through scenario analysis—educational tool with simplified models.

SC cash flow stress testing disruption

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.

AI agent mesh for AR/AP/inventory — shrink cash conversion cycle

Sokowatch / Wasoko — East African B2B e-commerce platform (merged with MaxAB in 2024)

FinTech: Business Models and Application (BM26BAM) Assignment 2

Formula-Driven Financial Modeling | Valuation | Risk Analytics | FP&A | DCF | Altman Z-Score | Fraud Detection | Python | Excel

Moniepoint — Nigerian SMB payments + banking infrastructure (formerly TeamApt). Africa's most valuable fintech unicorn.

Excel-based equity research project on NCC Limited using consolidated financial data, 3-year forecasting, relative valuation, debt analysis and Buy/Hold/Sell investment recommendation.