Patents & IP
My innovation portfolio focuses on governed AI reasoning, transaction lineage, causal reconciliation, verifiable decision evidence, and adaptive digital commerce.
Graph-conditioned AI reasoning for enterprise transaction lineage and financial policy enforcement.
Verifiable reasoning manifests, decision traceability, and AI accountability in finance operations.
Causal reconciliation, backward graph traversal, discrepancy origin detection, and impact-ranked explanations.
Autonomous financial transaction execution with temporal state encoding and verification before execution.
Matching users, venues, events, and personas using intent-driven personalization.
Ethical adaptive commerce and decentralized intent orchestration.
Innovation principles
The portfolio is anchored in revenue intelligence, auditability, deterministic controls, explainable AI, and transaction lineage.
AI-assisted decisions are strongest when policies, approvals, materiality thresholds, and evidence capture are part of the architecture from day one.
The themes on this website represent personal innovation interests and are presented separately from current or former employer positions.