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N

Najin Wahab K

Content Evaluator & Editor

INDIA flag
Malappuram, India
$12.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Large Language Models/Conversational AI
AI Image Generation/Quality Assurance
AI-generated Content/Localization

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

Bounding Box
Text Generation
Question Answering
RLHF
Fine Tuning
Evaluation Rating
Prompt Response Writing SFT

Freelancer Overview

Freelance Content Evaluator & Editor | RWS and Outlier AI. Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Master of Arts, Pondicherry University (2025) and Bachelor of Education, Calicut University Teacher Education Centre (2023). AI-training focus includes data types such as Text and Image and labeling workflows including Evaluation and Rating.

IntermediateEnglishMalayalamArabicHindiTamil

Labeling Experience

Freelance Content Evaluator & Editor | RWS and Outlier AI

OtherText
Assessed AI-generated text responses for factual accuracy, bias, and clarity in alignment with client guidelines. Annotated and scored outputs using detailed rubrics for large language model training. Provided concise rationales for decisions to enhance prompt design and model behavior. • Evaluation and scoring of AI-generated text • Used client-provided rubrics to annotate and rate outputs • Supported refinement of chatbots and other AI products • Documented reasonings to improve AI model training.

Assessed AI-generated text responses for factual accuracy, bias, and clarity in alignment with client guidelines. Annotated and scored outputs using detailed rubrics for large language model training. Provided concise rationales for decisions to enhance prompt design and model behavior. • Evaluation and scoring of AI-generated text • Used client-provided rubrics to annotate and rate outputs • Supported refinement of chatbots and other AI products • Documented reasonings to improve AI model training.

2023 - Present

Content Quality & Localization Associate - Contract | Japan Square & Freelance

OtherText
Evaluated and refined AI-generated text and video scripts for accuracy and brand alignment. Conducted linguistic QA for English-to-Malayalam translations, enforcing style and cultural accuracy. Maintained strict content quality control across digital assets. • Assessed AI-generated content for brand compliance • Reviewed scripts from ChatGPT and Claude • Performed translation QA for localization accuracy • Ensured high-standard content across digital platforms.

Evaluated and refined AI-generated text and video scripts for accuracy and brand alignment. Conducted linguistic QA for English-to-Malayalam translations, enforcing style and cultural accuracy. Maintained strict content quality control across digital assets. • Assessed AI-generated content for brand compliance • Reviewed scripts from ChatGPT and Claude • Performed translation QA for localization accuracy • Ensured high-standard content across digital platforms.

2025 - 2025

Visual Content Specialist - Contract (QA & Admin) | Apex CoVantage

OtherImage
Evaluated AI-generated images to ensure prompt adherence and visual quality standards. Reviewed content for defects and inconsistencies, flagging issues and recommending corrections. Documented findings and feedback to assist technical and creative teams. • Quality checked AI-generated images for guideline compliance • Flagged and reported content with visual or technical defects • Used structured formats to document review results • Collaborated to refine evaluation process and criteria.

Evaluated AI-generated images to ensure prompt adherence and visual quality standards. Reviewed content for defects and inconsistencies, flagging issues and recommending corrections. Documented findings and feedback to assist technical and creative teams. • Quality checked AI-generated images for guideline compliance • Flagged and reported content with visual or technical defects • Used structured formats to document review results • Collaborated to refine evaluation process and criteria.

2025 - 2025

Education

P

Pondicherry University

Master of Arts, History

Master of Arts
2023 - 2025
C

Calicut University Teacher Education Centre

Bachelor of Education, Social Science

Bachelor of Education
2021 - 2023

Work History

R

RWS and Outlier AI | Remote

Freelance Content Evaluator & Editor

Location not specified
2023 - Present
A

Apex CoVantage

Visual Content Specialist - Contract

Hyderabad
2025 - 2025