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Freelancer Overview

As an experienced IT Manager with over a decade of hands-on involvement in business systems, MES, ERP, and infrastructure projects, I bring a strong foundation in system analysis, project management, and cross-functional collaboration. My background includes leading digital transformation initiatives, optimizing traceability systems, and implementing enterprise solutions across manufacturing environments. I’ve consistently driven operational efficiency through data-driven decision-making and root cause analysis. While I’m new to AI and data labeling, my extensive experience in managing structured data, designing user-centric systems, and coordinating large-scale deployments equips me with a solid base to transition into AI training data workflows. My ability to understand complex business requirements, document technical specifications, and lead teams through change management makes me well-positioned to contribute to high-quality AI model development and data annotation processes.

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