Abeid S.

Key Skills

Software

Remotasks

Scale AI

Appen

Axiom AI

Labelbox

Micro1

Mindrift

Top Subject Matter

Large Language Model (LLM) response evaluation and RLHF quality review

NLP dataset annotation

response ranking

Top Data Types

Text

Document

Image

Top Task Types

RLHF

Classification

Text Generation

Question Answering

Fine-tuning

Red Teaming

Evaluation/Rating

Prompt + Response Writing (SFT)

Text Summarization

Data Collection

Freelancer Overview

AI Output Reviewer (Remote) — Remotasks. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks, Scale AI, and Appen. Education includes Bachelor of Business Management, N/A (2022). AI-training focus includes data types such as Text and labeling workflows including RLHF, Evaluation, and Rating.

Labeling Experience

AI Output Reviewer (Remote) — Remotasks

RemotasksTextRLHF

Reviewed large volumes of AI-generated responses to evaluate quality and adherence to expected behavior. Applied RLHF-style methodology by assessing response quality and providing actionable improvement feedback. Performed ongoing QA to support model performance and maintain high reviewer accuracy. • Reviewed 300–500+ AI-generated responses daily • Maintained 95%+ accuracy • Provided actionable feedback to improve outputs • Conducted guideline compliance checks

2024 - Present

AI Data Annotator / Trainer (Remote) — Scale AI

Scale AIText

Annotated and evaluated NLP datasets as part of AI training and quality workflows. Performed response ranking and grading to support automated evaluation and model improvement. Ensured label consistency and accuracy across dataset samples. • Annotated and evaluated NLP datasets • Performed response ranking and grading • Maintained high consistency and accuracy • Completed high-volume labeling tasks for training/evaluation

2023 - 2023

Content Moderator & AI Evaluator (Remote) — Appen

AppenTextClassification

Reviewed content to ensure policy compliance and safety requirements were met. Flagged harmful or low-quality outputs and contributed to quality improvement reporting. Helped maintain moderation standards through systematic evaluations. • Reviewed content for policy compliance • Flagged harmful or low-quality outputs • Generated reports for improvement • Performed AI content safety and quality checks

2022 - 2022

Education

Work History