Resume

Detail-oriented Multilingual AI Data Quality Specialist with hands-on experience evaluating and improving Large Language Model outputs. Currently contributing to diverse AI training initiatives across text, audio, and visual modalities—including comparative model assessment, prompt writing, and multimedia annotation projects. Delivers high-quality outputs in Traditional Chinese, Cantonese, and British English, with work recognized by multiple Queue Managers. Combines strong analytical skills with native Chinese literacy and trilingual fluency (Cantonese, Mandarin, English), along with extensive experience in data accuracy verification and content evaluation. Brings deep local knowledge spanning Hong Kong (native), the United States (10 years), and the United Kingdom (current residence). Eager to apply AI evaluation expertise to search engine and map application quality assessment.

Core Competencies

LLM Response Evaluation • Prompt Engineering • Comparative Model Assessment • Multimodal Data Annotation • Quality Assurance • Multilingual Content Review • User Intent Analysis • Audio Data Collection • Attention to Detail

Professional Experience

Multilingual AI Data Quality Specialist | Outlier AI, United Kingdom

July 2024 – Present

Serve as senior reviewer overseeing quality assurance for Traditional Chinese/Cantonese (Hong Kong) and British English projects—auditing evaluations by fellow contributors and making final corrections
Analyse and rank multi-model LLM responses; craft and refine prompts in both languages to improve model performance
Contribute to audio data collection projects, recording English speech samples to enhance voice recognition models
Design and execute model stress-testing strategies to evaluate LLM coherence, memory retention, truthfulness, and instruction-following capabilities
Perform multimodal data annotation for image datasets and write video generation prompts to define target outputs
Recognized by multiple Queue Managers for consistently delivering high-quality, detail-oriented contributions

Project Assistant | Hong Kong University of Science and Technology

January 2009 – December 2012

Translated business and engineering case studies from English to Simplified Chinese for executive training programs
Transcribed Cantonese audio to Traditional Chinese text for academic psychology experiments at CUHK
Researched and analyzed data from multiple sources; contributed to published academic papers and case studies
Served as Chief Organizer for CIRP 2012 General Assembly (500+ international attendees), coordinating logistics and team workflows
Provided administrative support to Associate Vice-President, including sensitive project finance and complex international travel arrangements

Web Designer and Maintainer (Volunteer) | San Francisco Church Assembly, USA

July 2019 – January 2024

Designed and maintained organizational website (sf-ca.org), ensuring accurate information and user-friendly navigation
Created visual materials including fliers, logos, and graphics for various events and programs

Education

Bachelor of Business Administration in Information Systems and Management of Organizations

Hong Kong University of Science and Technology | Second Class Honors, Division I | May 2008

6.00.2x Introduction to Computational Thinking and Data Science

MITx (Massachusetts Institute of Technology) | Passed | May 2017

Skills & Languages

Languages: English (Fluent, TOEFL 104/120), Cantonese (Native), Mandarin (Fluent), Chinese (Native)

Technical: HTML, CSS, JavaScript, Python, SQL | Adobe Creative Suite | Microsoft Office Suite