Abdul-Samad B.

Key Skills

Software

Other

Mercor

Telus

Top Subject Matter

AI content research and quality control

Documentary content planning and AI-assisted content organization

Document preparation validation for academic applications

Top Data Types

Text

Document

Video

Top Task Types

Text Summarization

Entity (NER) Classification

Freelancer Overview

AI Content Research & Quality Review Projects (Independent / Personal Projects). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Education, University of Ilorin. AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Text Summarization.

Labeling Experience

Student / Administrative Document Preparation (Personal Academic Applications)

OtherDocumentEntity (NER) Classification

Prepares and reviews application and administrative documents to ensure information is accurate and formatted correctly for submission. Verifies key fields such as names, student numbers, dates, and program information against the required templates. Ensures uploaded documents are clear, professional, and ready for online portal processing. • Checks structured fields and entities for correctness and consistency • Performs accuracy verification of dates and program details • Reviews document formatting requirements for upload readiness • Validates supporting materials for completeness and clarity

2025 - Present

YouTube Channel Research & Content Planning (DuskArchives)

OtherTextText Summarization

Conducts AI-assisted planning and structuring of documentary-style video scripts through research and content organization. Analyzes performance indicators (e.g., click-through rate and retention) to guide revisions to titles, hooks, and future content direction. Creates repeatable workflows for research, topic selection, and pre-publishing quality checking. • Transforms researched material into structured outlines and scripts • Summarizes key historical points into audience-oriented narrative sections • Applies evaluation signals from prior performance metrics to refine content • Applies quality checks before publishing to maintain consistency and accuracy

2025 - Present

AI Content Research & Quality Review Projects (Independent / Personal Projects)

OtherText

Independently performs AI-assisted text quality review by checking grammar, tone, factual consistency, missing context, and instruction-following for generated outputs. Uses comparison and refinement workflows to identify weak responses and improve clarity and accuracy of written content. Evaluates content elements such as titles, thumbnails, hooks, and video ideas using audience signals and engagement-focused criteria. • Reviews and rates written responses for quality, correctness, and completeness • Compares alternative wordings and structures using AI tools to improve output • Checks consistency across repetitive tasks and ensures guidelines are followed • Produces documented outlines/scripts refined through evaluation iterations

2025 - Present

Education

Work History