Key Skills

Software

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Top Data Types

Computer Code Programming

Top Label Types

Computer Programming Coding

Freelancer Overview

I am an experienced computer science educator and researcher with a strong background in data annotation, machine learning, and AI training data preparation. My work spans guiding student projects and publishing research in areas such as medical imaging (MRI lesion detection, brain tumor classification), smart systems, and fraud detection, all of which required meticulous data labeling, feature selection, and quality control. I am skilled in Python, C++, and Java, and have hands-on experience with data science tools and machine learning frameworks. My certifications in machine learning and data science, along with practical involvement in projects using supervised and semi-supervised learning, have equipped me with a deep understanding of data preprocessing, annotation standards, and the critical role of high-quality labeled data for AI model development. I am committed to advancing AI through accurate data labeling and continuous learning in emerging technologies.

Labeling Experience

Education

Work History