Hui X.

Key Skills

Software

No software listed

Top Subject Matter

Financial Compliance & Risk Analysis

Investment Domain Expertise

Carbon Markets

Top Data Types

Text

Video

Document

Top Task Types

No task types listed

Freelancer Overview

Finance, Carbon Markets & Energy Transition Domain Expert for LLM Evaluation and AI Training. Brings 19+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Master of Business Administration, Friedrich-Alexander University Erlangen-Nuremberg (2008) and Bachelor of Economics, Hebei University (1999). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Finance, Carbon Markets & Energy Transition Domain Expert for LLM Evaluation and AI Training

Text

Reviewed AI-generated business, finance, ESG, and investment responses for logical accuracy, financial soundness, and commercial realism. Provided expert evaluation and feedback on model answers and ranking criteria for LLM evaluation tasks in finance, ESG, carbon markets, and energy topics. Conducted quality review and localization checks in English, Chinese, and German business content for tone and domain correctness. • Evaluated unsupported assumptions and weak market logic in AI models • Participated in LLM prompt and output review for finance and carbon asset topics • Provided red-team cases for AI evaluation scenarios • Contributed to prompt and response writing for fine-tuning financial content models

2021 - Present

Education

Work History