Richard X.

Key Skills

Software

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Top Subject Matter

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Legal Research & Document Analysis

Top Data Types

Text

Document

Video

Top Task Types

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Freelancer Overview

As a seasoned business expert with over 12 years of experience at top multinationals like Nestlé, Mars, and HP , I excel at translating complex business logic into highly structured, high-standard data workflows. While my background is not in entry-level data labeling, my expertise lies in digital marketing, CRM member operations, audience taxonomy (crowd operation), and data link construction. I have built brand user operation systems from scratch, driving over 30% annual user asset growth for two consecutive years. Additionally, during my tenure at HP, I served as a Knowledge Manager focusing on SOP formulation, process improvement, and team data analysis, successfully helping the company pass ISO9001 certification. My unique advantage lies in my architectural capability over data taxonomy, cleaning standards, and quality control for high-volume domain data. Rather than just performing basic labeling, I am highly qualified to design complex annotation logic, establish rigorous dataset guidelines, and deliver high-quality structured training data to empower Large Language Models (LLMs) in specialized fields like E-commerce, Customer Service, and Business Intelligence (BI).

Education

Work History