Ho Pan L.

Key Skills

Software

No software listed

Top Subject Matter

AI training for multilingual generalist tasks

Design, Visual Presentation

Language translation

Top Data Types

Text

Video

Document

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

Freelance AI Trainer (DataAnnotation). Brings 21+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include DataAnnotation. Education includes Master of Property Development, University of New South Wales (2005) and Bachelor of Architecture (Honours), University of New South Wales (2005). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT).

Labeling Experience

Freelance AI Trainer (DataAnnotation)

TextPrompt + Response Writing (SFT)

Freelance AI Trainer performing human-in-the-loop AI training work using multilingual, cultural, and professional context. Focused on generating and refining training prompts and responses to support model improvement. Delivered quality outputs aligned with project guidelines and evaluation criteria. • Trained AI as a generalist across provided tasks • Produced prompt/response content for training • Applied multilingual/cultural background to improve relevance • Ensured outputs met specified instructions and quality standards

2025 - 2026

Education

Work History