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Freelancer Overview

With a strong background in product management and data analysis, I have applied my technical and analytical expertise to AI training projects, particularly in the field of medical imaging. My recent experience involves building and refining AI training datasets for Whole Slide Imaging (WSI), focusing on tissue segmentation, cellular classification, and region-of-interest annotation for pathology image analysis. I have collaborated closely with AI researchers and data engineers to ensure data quality, consistency, and model-ready labeling, leveraging expertise in Python, NumPy, and pandas for data evaluation and preprocessing. Previously, I led multiple 0-to-1 product development initiatives at DoDo (invested by Bilibili) and TapTap, where I gained deep experience in high-quality data handling, user-centric analysis, and cross-functional collaboration. Combining my experience in large-scale product data workflows with specialized knowledge in medical AI training, I bring a unique blend of precision, scalability, and domain understanding to data labeling and model optimization processes.

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