Nesreen G.

Key Skills

Software

Don't disclose

Top Subject Matter

LLM evaluation for multilingual Arabic (MSA and regional dialects) and English

STEM domain AI evaluation in Arabic (MSA) and English

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

RLHF

Freelancer Overview

AI Evaluation Specialist, Outlier.ai. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and RLHF.

Labeling Experience

AI Evaluation Specialist, Outlier.ai

Don't discloseText

Evaluate and rank AI-generated responses in Arabic and English using truthfulness, helpfulness, clarity, and safety criteria. Develop and author nuanced Arabic prompts (MSA and regional dialects) to stress-test LLM boundaries and capabilities. Provide detailed English written justifications that explain superiority or logical flaws in candidate responses. • Truthfulness and factual accuracy checks against reliable sources • Safety- and guideline-based evaluation of outputs • Prompt writing for targeted LLM behavior testing • Written rationale and comparisons for evaluation decisions

2026 - Present

STEM Evaluation Specialist, TRS Multilingual

Don't discloseTextRLHF

Benchmark and evaluate STEM (Science, Technology, Engineering, Math) AI outputs in Arabic and English to ensure technical accuracy and logical coherence. Analyze multi-step problem solving, mathematical equations, and scientific concepts to identify subtle reasoning or calculation errors. Author comprehensive prompts and evidence-based English justifications to support dataset ranking and quality decisions. • STEM technical error detection in reasoning, equations, and concepts • Evaluation/ranking of AI-generated responses per annotation guidelines • Prompt + response creation for training in technical domains • Evidence-based written justifications for accuracy and quality

2025 - Present

Education

Work History