Bruce B.

Key Skills

Software

Other

Clickworker

Top Subject Matter

AI response evaluation

content moderation

and AI training data quality assurance

Top Data Types

Text

Video

Top Task Types

Text Generation

Freelancer Overview

Freelance AI Trainer / Content Reviewer (Self-Employed | Remote). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N, A, and Other. Education includes Bachelor of Science, Kibabii University (2026). AI-training focus includes data types such as Text and Video and labeling workflows including Evaluation, Rating, and Text Generation.

Labeling Experience

Freelance AI Trainer / Content Reviewer (Self-Employed | Remote)

Text

Responsible for evaluating AI-generated responses for accuracy, clarity, and safety according to structured guidelines. Performed content review and correction for written outputs to ensure consistency and correctness. Conducted feedback loops by reviewing chatbot responses and prompts to improve training quality and reliability. • Accuracy, clarity, and safety rating of AI responses • Quality review and correction of written content per guidelines • Research and fact-checking for AI training data • Providing detailed feedback on chatbot responses and prompts

2024 - Present

Education

Work History