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Freelancer Overview

I have over 19 years of experience leading complex data-driven projects across both public and private sectors, with a strong focus on data quality, data management, and the implementation of advanced IT solutions. My background includes hands-on responsibility for requirements gathering, data migration, data quality analysis, and the establishment of master data management (MDM) platforms—critical components for high-quality data labeling and AI training data pipelines. I am skilled at collaborating with cross-functional teams to define data standards, orchestrate data integration, and ensure robust governance and process optimization, often using agile methodologies. My work has supported large-scale digitalization initiatives in domains such as logistics, transportation, energy, and finance, where I have delivered solutions that enable accurate data annotation, standardized data flows, and effective change management to support AI and analytics initiatives. I am comfortable working with stakeholders at all levels to ensure that data is structured, validated, and ready for use in machine learning and AI applications.

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