real-world-simulation

🏦 An end-to-end banking data analytics project simulating a real-world financial environment (Ubuntu National Bank). Features advanced MySQL architecture, immutable transaction modeling, reconciliation frameworks, and executive KPI reporting. Designed to demonstrate full-cycle data ownership from schema design to business intelligence.

The simulation specs define modular, real-world modeling systems for testing decisions across civic, economic, and AI environments. They scale from simple rules to complex system-of-systems with live data and AI integration. Specification Branding Licenses can be negotiated for deployments without attribution.