The Forger

Founder of Sovereign Forger, building born-synthetic financial data for AI training and compliance testing. Our math-first pipeline generates UHNWI and KYC/AML profiles from Pareto distributions and algebraic constraints -- zero real data input, zero re-identification risk. 1.3 million records produced, zero balance-sheet errors. Expert in GDPR Article 25 data protection by design, EU AI Act Article 10 training data governance, DORA resilience testing, and PCI DSS 4.0 pre-production data requirements. Published research on SSRN covering the born-synthetic methodology for regulatory-compliant data generation.