Reasoning & Scoring Engines
Conceptual use of ML/AI to prioritize risk, reduce noise, and support analysts — not replace them. Focused on explainability and guardrails.
System & Data Architecture
Views of how you design end-to-end systems: boundaries, contracts, queues, resilience patterns, and where you deliberately avoid over-engineering.
Real-Time Pipelines
Stream processing patterns you use for security and telemetry: fan-in, fan-out, enrichment, and replay logic.
Signals Over Noise
The engineering view of “good telemetry”: schemas, quality checks, routing, and health that allow QRX Cyber and Crypto to operate with confidence.
Automation & Delivery
How you think about CI/CD, infrastructure-as-code, and operational readiness so that changes don’t break everything at 2 a.m.