Key Skills

Software

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Top Subject Matter

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Top Data Types

Document

Text

Top Task Types

Data Collection

Prompt Response Writing SFT

Text Summarization

Translation Localization

Freelancer Overview

I bring a strong foundation in finance, operations, and analytics, with proven experience in delivering accurate, structured, and insight-driven work. While new to formal AI training, I have extensive exposure to data handling, reporting, and process improvement, which translate directly into the precision and consistency required in data labeling and annotation. My background includes managing full sets of accounts, preparing compliance reports, and leading cross-functional projects — all of which sharpened my ability to work with complex datasets, apply guidelines carefully, and ensure quality outcomes. In addition, I am a native Mandarin speaker with C1-level English proficiency, enabling me to contribute effectively to bilingual content annotation and evaluation tasks. I have hands-on experience in customer resolution and compliance, where I analyzed case data, created dashboards, and presented insights to leadership teams. These experiences highlight my attention to detail, ability to follow structured processes, and strong communication skills. I am confident that my mix of linguistic expertise, analytical mindset, and operational discipline positions me to add value in AI training and content labeling projects.

Labeling Experience

Education

Work History