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Freelancer Overview

I gained hands-on experience in AI training data management during a pivotal project where I led the transition to a new ERP system for our student association, which managed an annual turnover of nearly €350,000. The objective was to automate and streamline a variety of operational tools, from inventory tracking to sales and membership systems. This required deep involvement in data structuring, cleaning, migration, and standardization—critical skills that directly align with preparing high-quality datasets for AI models. I developed and enforced data consistency rules, ensured seamless system integration, and coordinated with multiple stakeholders, all while maintaining data integrity through complex transformations. What sets me apart is my ability to connect the technical and operational sides of data handling. Through this project, I became proficient in data lifecycle management, from annotation and validation to automation and quality control. My experience navigating real-world constraints while implementing scalable data systems has given me a strong foundation in understanding the importance of reliable, well-labeled data for training effective AI solutions.

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