Aaron K.

Key Skills

Software

Remotasks

Scale AI

Top Subject Matter

Linguistics-informed AI evaluation (search relevance, RLHF-style safety/alignment)

English grammar auditing

Content analysis and narrative/semantic optimization

Top Data Types

Text

Top Task Types

Data Collection

Freelancer Overview

AI Content Evaluator & Training Specialist (Search Quality Rating / AI response evaluation). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks, Scale AI, and N. Education includes Bachelor of Arts, N/A. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Freelance Content Analyst & Writer (content analysis/optimization)

TextData Collection

Conducted discourse and thematic analysis on narrative content to improve engagement through tonal consistency. Produced structured content artifacts (e.g., descriptions and titles) with attention to interpretive clarity and semantic precision for downstream use. Synthesized research into concise informational text tailored to different audiences. • Discourse/theme analysis to inform content quality • Content optimization for semantic precision and clarity • Research synthesis into readable informational text • High-quality remote content production

2024 - Present

AI Content Evaluator & Training Specialist (Search Quality Rating / AI response evaluation)

RemotasksText

Evaluated AI-generated text outputs for search relevance, semantic accuracy, and coherence against detailed project rubrics. Performed pairwise comparisons to rank model iterations for helpfulness, honesty, and safety, and conducted deep-dive linguistic audits to identify logic issues and shallow analysis. Served as a subject matter expert for hallucination detection by flagging factual errors and safety misalignment in LLM responses. • Search quality evaluation and semantic accuracy checking • Pairwise comparison/ranking based on helpfulness, honesty, and safety • Hallucination detection and factual error identification • Safety alignment monitoring for biased or harmful language

2022 - 2024

Education

Work History