Douglas C.

Key Skills

Software

Other

Top Subject Matter

Technology Support & IT Operations

Business Operations, Workflow & Process Improvement

Digital Business Support, Websites & Local Marketing

Top Data Types

Text

Document

Top Task Types

Evaluation/Rating

Question Answering

Classification

Data Collection

Freelancer Overview

I have recent contract experience in AI training and evaluation, including reviewing AI-generated responses for tone, formatting, factual accuracy, clarity, instruction-following, and adherence to detailed project guidelines. My work has involved applying consistent judgment across different task types, identifying issues in model outputs, and evaluating whether responses meet user intent and project-specific quality standards. In some projects, I have also developed targeted prompts for structured AI testing scenarios, designing prompts to evaluate specific data needs, model behaviors, response accuracy, and guideline compliance. My background in operations, technical support, documentation, troubleshooting, and process improvement helps me approach AI training work with strong attention to detail, critical thinking, and a practical understanding of how to follow complex instructions while maintaining quality and consistency.

Labeling Experience

Freelance AI content review and AI evaluation

OtherTextQuestion Answering

Reviewed and evaluated AI-generated content for tone, formatting, factual accuracy, clarity, instruction-following, and adherence to project-specific quality guidelines. Applied consistent criteria to assess whether outputs met the required specifications for each assignment. Documented evaluation results and quality signals to support downstream AI/content improvement. • Tone and formatting compliance checks • Factual accuracy and clarity verification • Instruction-following and guideline adherence assessment • Prompt-driven test design for model behavior and content requirements

2026 - Present

Education

Work History