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Data Collection

Fine Tuning

Freelancer Overview

I am a Ph.D. candidate in Mechanical Engineering with a strong foundation in data-driven control methods, robust modeling, and adaptive systems. My research focuses on developing information-conformant modeling frameworks and entropy-regularized control strategies, which require meticulous data preparation, annotation, and validation to ensure high-quality AI training data. I am proficient in Python and MATLAB, and have hands-on experience with ROS and Linux environments, giving me the technical versatility needed for data labeling and annotation tasks. My background includes publishing peer-reviewed articles on advanced modeling and motion planning, and I excel at integrating side information with online learning to improve system performance. With over a decade of experience in engineering and research, I bring attention to detail, analytical thinking, and a deep understanding of the importance of accurate and reliable data for intelligent system development.

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Work History