Senior cybersecurity engineer specializing in vulnerability and exposure management, with 15+ years spanning security architecture, cloud security engineering, SOC operations, penetration testing, and regulatory compliance across AWS, Azure, GCP, and on-premises estates. Builds the connective tissue between scanners, cloud posture platforms, and risk systems — unified data models, deduplication and asset-identity logic, and coverage validation — so that remediation decisions rest on defensible numbers rather than raw finding counts. Equally comfortable authoring the detection policy, engineering the pipeline that carries it, and presenting the resulting risk position to executive stakeholders.