Cecile B.

Key Skills

Software

Clickworker

Top Subject Matter

AI model evaluation

language model training

content safety

Top Data Types

Text

Document

Top Task Types

No task types listed

Freelancer Overview

AI Trainer / Data Annotation Specialist (Remote) at Outlier. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Clickworker. Education includes Master of Science, University of the West of Scotland (2025) and Bachelor’s Degree, HIMS (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Search Relevance Evaluator (Freelance) at Clickworker / UHRS

ClickworkerText

Performed search relevance judgment for UK-focused tasks using provided guidelines. Assessed intent, relevance, and usefulness of search results to meet accuracy and quality checks. Maintained high accuracy while progressing from qualification to production work. • Judged search intent vs. result relevance • Evaluated usefulness and quality of search outputs • Followed detailed side-by-side evaluation guidelines • Achieved 90%+ accuracy against spam/quality checks

2026 - Present

AI Trainer / Data Annotation Specialist (Remote) at Outlier

Text

Provided AI model evaluation and structured annotation on training projects using project-specific guidelines. Assessed responses for clarity, coherence, factual accuracy, and safety alignment to support model calibration and QA review. Delivered reproducible written feedback to improve prompts and reduce errors in model outputs. • Evaluated AI-generated responses against clarity/coherence/factual/safety rubric • Performed content classification and structured data annotation • Supported calibration and prompt improvement via written feedback • Managed remote productivity targets with time tracking

2026 - Present

Education

Work History