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Freelancer Overview

With over 9 years of experience in embedded systems, automotive software, and AI-driven testing platforms, I have developed a strong foundation in data annotation, automated test environment design, and data validation for machine learning and cybersecurity applications. My work includes leading teams to develop Python-based automated platforms for cybersecurity vulnerability detection and AI-based feature testing, as well as hands-on experience with computer vision projects using Python and OpenCV for motion detection and object tracking. I am skilled in designing robust data pipelines, creating and managing internal vulnerability databases, and ensuring compliance with industry standards such as ISO 21434 and A-SPICE. My technical toolkit spans Python, CAPL scripting, SQL, CANoe, and various automotive protocols, enabling me to deliver high-quality, reliable training data for AI and machine learning systems across domains like automotive, computer vision, and big data analytics.

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