IT Technician & Technical Consultant (Freelance/Independent) — structured troubleshooting and verification.
Provided technical verification and troubleshooting guidance through rigorous diagnostic workflows for clients’ hardware and software systems. Applied live data analysis to isolate faults in complex systems, translating findings into clear diagnostic outcomes for end users. While not explicitly labeled as AI training, this role demonstrates structured data-driven evaluation practices relevant to annotation/verification workflows.• Performed diagnostics, repair, and maintenance on hardware/software systems for multiple clients.• Applied structured troubleshooting methodologies to isolate system faults using live sensor/data analysis.• Optimized legacy hardware performance and complex system configurations through repeatable checks.• Produced clear, actionable diagnostic outcomes based on observed system behavior.