With over 8 years of expertise in proxy infrastructure and web data extraction, Sophia specializes in IP reputation intelligence, network connectivity, and traffic anomaly detection. She excels at transforming complex detection workflows into scalable, auditable, and reproducible engineering pipelines.
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