Milky W.

Key Skills

Software

Clickworker

Top Subject Matter

Search engine evaluation and web content relevance

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

No task types listed

Freelancer Overview

Search Engine Evaluator - Clickworker. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Clickworker. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Search Engine Evaluator - Clickworker

You evaluated and annotated web-related data to support machine learning and AI workflows while following strict project guidelines. You analyzed web search results and assessed web page relevance to improve search engine ranking accuracy. You applied critical thinking and attention to detail to ensure consistent dataset quality across assigned tasks. • Reviewed search results and page relevance • Performed data entry and digital content handling • Followed guideline-based quality and compliance checks • Used structured judgment to support ranking accuracy

2025 - Present

Search Engine Evaluator (Clickworker, remote) — 2025 to Present

ClickworkerText

Evaluated and annotated web search results and web page relevance to support machine learning and AI training. Applied strict project guidelines to ensure consistent, high-quality labels. Contributed to improving search engine ranking accuracy for model optimization. • Labeled web search results for relevance/ranking signals • Annotated datasets used to train AI/ML algorithms • Performed content evaluation and fact-checking during labeling • Followed guideline-based quality procedures throughout tasks

2025 - Present

Work History