John D.

Key Skills

Software

Other

Top Subject Matter

LLM response evaluation and content moderation

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

No task types listed

Freelancer Overview

Senior Reviewer / AI Data Annotator (Remote) — Outlier AI. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Science, University of Bradford (2023) and Bachelor of Science, Redeemer’s University (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Senior Reviewer / AI Data Annotator (Remote) — Outlier AI

OtherText

Reviewed and validated AI-generated responses for accuracy, safety, relevance, and instruction compliance in line with strict project guidelines. Completed guideline interpretation and enforcement by flagging edge cases, ambiguous prompts, and policy-sensitive content for escalation. Mentored new annotators on quality standards, common mistakes, and workflow best practices. • Evaluated LLM response quality and provided detailed quality feedback • Annotated complex text across technology, education, and general knowledge domains • Ensured consistency across large datasets using defined annotation criteria • Maintained accuracy, consistency, and turnaround-time performance metrics

2024 - 2026

Education

Work History