Muhammad M.

Key Skills

Software

Other

Top Subject Matter

AI model training data (content compliance and quality evaluation)

Political survey research and participant response data collection

Survey calling and research response data collection

Top Data Types

Text

Document

Top Task Types

Data Collection

Freelancer Overview

RWS — AI Training Contractor (Remote). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, King Saud University. AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

AI Content Evaluation Contractor - RWS

Document

You perform data-related tasks to support AI model training, including transcription, evaluation, and structured feedback using project guidelines. You analyze content for relevance, accuracy, context, and policy compliance while maintaining high-quality documentation. You work independently in a remote environment and consistently deliver accurate results across large datasets. • Data labeling, transcription, and evaluation support • Content quality checks and policy compliance review • Application of detailed project guidelines • Documentation of findings and structured assessment feedback

2024 - Present

RWS — AI Training Contractor (Remote)

OtherText

AI Training Contractor supporting AI model training through content evaluation and annotation work. Review and analyze content for relevance, accuracy, context, and policy compliance while applying detailed project guidelines. Document findings and provide structured feedback to improve dataset consistency and downstream model performance. • Perform data labeling, annotation, transcription, and evaluation tasks • Assess relevance, accuracy, context, and policy compliance • Follow detailed guidelines to maintain quality standards • Document evaluations and structured feedback across datasets

2024 - Present

Political Survey & Patch-Through Caller (Remote Contractor)

TextData Collection

Remote Political Survey & Patch-Through Caller supporting research-based survey projects. Record responses accurately by following provided scripts and workflow procedures while verifying information and maintaining project documentation. Contribute to reliable survey data collection through attention to detail and adherence to requirements. • Conduct research-based survey projects and record responses accurately • Follow scripts and established workflow procedures • Verify information and maintain accurate documentation • Demonstrate attention to detail and adherence to project requirements

2025 - 2025

Catapult Fundraising — Fundraising Caller (Remote)

TextData Collection

Remote Fundraising Caller supporting outbound fundraising campaigns with scripted information capture. Follow approved call scripts and record donor information and call outcomes accurately to support organizational reporting. Maintain professionalism and confidentiality throughout all donor interactions. • Conduct outbound fundraising campaigns using approved scripts • Document donor information and call outcomes accurately • Maintain professionalism during all interactions • Handle information confidentially per project expectations

2024 - 2025

BR Interviewing — Political Survey Specialist (Remote)

TextData Collection

Political Survey Specialist conducting structured survey interviews and maintaining high-integrity research data. Collect and document participant responses following detailed guidelines while handling sensitive information with confidentiality. Ensure productivity and quality in a remote environment through accurate recording and consistent documentation. • Conduct structured survey interviews using project guidelines • Document participant responses with data integrity • Handle sensitive information under confidentiality requirements • Maintain productivity and quality standards remotely

2023 - 2024

Education

Work History