Request to Pay architecture explained: SEPA RtP and Pay.UK messaging, account-to-account rails, open-banking initiation, reconciliation and settlement - a systems deep-dive.
How card tokenization shrinks PCI DSS scope: vault design, format-preserving vs random tokens, network tokens, detokenization flows, and key management for payment systems.
How an exchange matching engine works: the limit order book, price-time priority, deterministic single-threaded matching, sequencing, and sub-microsecond design.
A perpetual KYC (pKYC) reference architecture: event-driven risk reassessment, entity resolution, screening, an ML risk engine, and case management for continuous compliance.
How AML graph neural networks detect money-laundering rings and synthetic identity: transaction graphs, GNN message passing, typology features, and a production model architecture.
How to engineer a low-latency market data feed handler: line arbitration, ITCH and FIX parsing, kernel-bypass networking, order book build, and tail-latency tuning.
A reference architecture for real-world asset (RWA) tokenization: issuance, custody, compliance, and settlement - a systems analysis, not financial advice.