Shichao C.

Key Skills

Freelancer Overview

While I do not have formal data labeling experience, my professional background makes me a strong contributor to AI training projects requiring real-world domain expertise. With 20+ years of hands-on experience in international supply chain, procurement, and import-export operations across multiple geographies, I bring the kind of operational judgment that AI systems need to be accurate and reliable in business contexts. My key differentiator is practical depth: I have managed complex disruption scenarios — supplier failures, customs holds, quality rejections, multimodal logistics breakdowns — and know what good mitigation looks like on the ground, not just in theory. I am trilingual (French, English, and native Mandarin & Cantonese), which gives me a cross-cultural perspective valuable for evaluating AI outputs across diverse contexts. I am highly adaptable with digital tools and committed to delivering structured, high-quality work within defined guidelines.

Education

Work History