Serve as Data Steward for a Resilience Analytics project: define and implement data quality rules, identify and resolve issues, develop dashboards to monitor Critical Data Elements, track remediation, support governance, participate in working groups, and collaborate with stakeholders to ensure data health and readiness.

Fractional Chief AI Officer providing on-demand strategic and hands-on AI leadership: shape AI strategy, lead discovery workshops, design end-to-end AI architectures, support pre-sales, conduct technical due diligence, advise delivery teams, and create repeatable solution frameworks and thought leadership.

Operate and improve platform tooling to enable reliable deployments and incident response. Perform Kubernetes operations, maintain CI/CD pipelines, manage observability (Prometheus/Thanos/OpenTelemetry), update self-service workflows and documentation, participate in on-call rotation, and automate housekeeping tasks for cost and performance.