Key Skills

Software

Data Annotation Tech

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Document

Text

Top Task Types

Audio Recording

Evaluation Rating

Question Answering

Translation Localization

Freelancer Overview

As an NQ Solicitor (England & Wales) with over 13 years in the UK and a background spanning litigation, personal injury, cross-border disputes and due diligence, I bring strong analytical, problem-solving and writing skills ideally suited for AI training and data annotation work. My legal experience required interpreting complex information, assessing facts, drafting precise documents, and ensuring strict adherence to procedural rules, skills directly aligned with producing high-quality labelled data and evaluating AI outputs for accuracy, clarity and reasoning quality. I am trilingual in English, Cantonese and Mandarin, experienced in handling detailed evidence review, contractual analysis, and multi-party communications across diverse contexts. My work regularly involved classifying information, identifying inconsistencies, and explaining reasoning clearly, core competencies for training LLM models and improving AI performance. With strong attention to detail and a background in both UK and international work environments, I am well-equipped to support high-standard AI data training tasks.

Labeling Experience

Education

Work History