Self-Managed IT Support Lab (Windows Server, Active Directory, Networking)
Self-managed IT lab work required systematic interpretation of admin panels and system dashboards to observe configuration states and behaviors. The experience emphasizes evidence-based documentation with a clear separation between observed outcomes and assumptions. This mirrors disciplined review and annotation practices used in AI evaluation workflows. • Interpreted Windows Server, Active Directory, and networking configuration interfaces • Documented observations from system behavior in structured reports • Maintained evidence vs. assumption separation consistently • Produced written documentation aligned with evidence-based reviewer methodology