卫真理

Key Skills

Software

No software listed

Top Subject Matter

Chinese business domain (sales/BD/cooperation needs) and market research

Business research and structured company profiling

Biopharma industry domain and customer feedback collection

Top Data Types

Text

Document

Top Task Types

Data Collection

Freelancer Overview

Chinese AI Trainer / LLM response evaluator (business-domain content quality and response evaluation). Brings 7+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include ChatGPT, Claude, and DeepSeek. Education includes Bachelor of Science, Yangzhou University (2019) and Associate Degree, Jiangsu Agri-animal Husbandry Vocational College (2018). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Chinese AI Trainer / LLM response evaluator (business-domain content quality and response evaluation)

Text

Evaluated AI-generated Chinese responses for clarity, relevance, factual consistency, tone, and usefulness. Compared multiple answers to the same prompt and selected stronger responses based on accuracy, completeness, and alignment with user intent. Reviewed Chinese business content to flag vague claims, exaggerated wording, missing context, and low-quality information. • Prompt-response review and response ranking for Chinese LLM outputs • Quality scoring across relevance, usefulness, tone, and cultural fit • Detection of inconsistency, vagueness, and factual issues in business text • Summarized market signals and structured user pain points for reports

2025 - 2025

Business Development Manager (structured business data collection for market research)

TextData Collection

Collected and analyzed business information from 100+ target companies to support structured market research. Produced organized business intelligence and structured reports for business decisions and market expansion planning. This work functioned as structured data collection and content organization aligned with business-domain annotation needs. • Company profiling with structured fields (scale, pipeline, outsourcing experience, cooperation models) • Market research synthesis and structured reporting • Organizing complex business information into clear decision-ready documents • Supporting cooperation and business development insights through collected data

2023 - 2025

Key Account Sales Manager (structured feedback collection for domain understanding)

TextData Collection

Developed industrial customers in biopharma, cell therapy, and gene therapy and collected customer feedback to improve engagement outcomes. Documented and refined customer-facing information based on collected feedback and satisfaction input. Although not described as AI training, the work included consistent structured information collection relevant to business-domain annotation. • Feedback collection from industrial customers • Translating feedback into improved customer experience documentation • Maintaining structured records of customer needs and outcomes • Supporting domain-specific business information organization

2023 - 2023

Headhunting Consultant (structured information collection and matching)

TextData Collection

Collected client and industry information and analyzed role requirements to support structured matching of candidates with position needs. Organized information about client contexts and job requirements to enable consistent decision-making. This role involved structured data collection and classification of candidate-role fit. • Client and industry information gathering • Role requirement analysis for structured matching • Candidate-position fit support through organized data • Consistent documentation of requirements and matching rationale

2020 - 2021

Education

Work History