Arron D.

Key Skills

Software

No software listed

Top Subject Matter

LLM Response Evaluation, Policy Compliance & Risk Analysis

AI Safety Evaluation & Prompt Testing

Adversarial & Edge-Case Testing

Top Data Types

Text

Image

Top Task Types

Red Teaming

RLHF

Freelancer Overview

AI Response Evaluator | Data Annotator | Content Reviewer (Independent Projects). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Qualified and worked on projects associated with Centific projects and other similar organizations. Education includes Bachelor of Arts, Amity University Online (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Response Evaluator | Data Annotator | Content Reviewer (Independent Projects)

Text

Evaluated AI-generated responses by judging clarity, coherence, grammar, tone, and how well the output followed the given instructions. Compared multiple outputs using relevance, fluency, accuracy, and usefulness as the primary review criteria. Documented brief notes to support consistent comparative judgments across evaluations. • Assessed instruction adherence and completeness of responses • Flagged quality issues such as repetition, vague wording, and inconsistent content • Checked for clarity, coherence, and grammatical correctness • Recorded evaluation notes to maintain judgment consistency

2025 - Present

Centific's Lighthouse Project

ImageRLHF

The project included image and text annotation work that required the understanding of linguistic and VCG models.

2026 - 2026

Education

Work History