Maruff R.

Key Skills

Software

AWS SageMaker

Appen

Anno-Mage

Clickworker

Top Subject Matter

AI response evaluation and text dataset annotation

Structured dataset management and research support

Legal Services & Contract Review

Top Data Types

Text

Document

Image

Top Task Types

Data Collection

Question Answering

Transcription

Prompt + Response Writing (SFT)

Freelancer Overview

AI Data Annotation & Content Evaluation Specialist (Remote). Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include N, A, and Microsoft Excel. Education includes Bachelor of Science, Ekiti State University. AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

AI Data Annotation & Content Evaluation Specialist (Remote)

Text

Worked as an AI Data Annotation & Content Evaluation Specialist performing structured review of AI-generated responses. Labeled and categorized text datasets to support machine learning model training and language improvement. Conducted quality assurance checks to ensure outputs met criteria for clarity, relevance, factual accuracy, and policy compliance. • Evaluated responses against structured review guidelines for clarity and relevance. • Rated or scored factual accuracy, logical coherence, and policy adherence. • Annotated and categorized text for downstream training and language improvement. • Completed QA reviews for grammar, readability, and user interaction quality.

2024 - Present

Data Entry & Research Assistant (Remote/Contract)

DocumentData Collection

Supported structured dataset preparation by cleaning, validating, and formatting large datasets in spreadsheets. Ensured data accuracy through validation and organized reporting workflows. Performed online research and created concise, actionable summaries to support information quality. • Cleaned and structured datasets for reporting and tracking purposes. • Applied validation and formatting to improve data accuracy. • Conducted online research and summarized findings into reports. • Maintained confidentiality and accuracy while processing sensitive information.

2023 - 2024

Education

Work History