Faruk A.

Key Skills

Software

Label Studio

CVAT

Top Subject Matter

Technology and business operations workflows

Software development and design deliverable QA

Top Data Types

Computer Code Programming

Text

Image

Top Task Types

Entity (NER) Classification

Text Generation

Question Answering

Object Detection

Text Summarization

Transcription

Computer Programming/Coding

Data Collection

Freelancer Overview

Content Reviewer & Quality Analyst (Freelance/Remote). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other, Google Docs, and Notion. Education includes Bachelor of Science, University of Ilorin (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Entity (NER) Classification.

Labeling Experience

Research Assistant (YRL & Associates)

OtherTextEntity (NER) Classification

Assisted with coding and annotation of qualitative research datasets. Applied consistent evaluation criteria to maintain a low error rate across large volumes of text data. Produced structured written summaries and reports used in research outputs through iterative review with supervisors. • Coded and annotated qualitative research data • Used consistent criteria to label text evidence • Summarised academic papers into structured reports for publication use • Refined outputs via supervisor feedback loops similar to annotation workflows.

2022 - Present

Content Reviewer & Quality Analyst (Freelance/Remote)

OtherText

Performed rubric-based evaluation of written submissions including scoring and error flagging. Assessed logic consistency, tone appropriateness, grammatical correctness, and factual accuracy across high-volume content. Delivered structured, actionable feedback for content improvement in an independent remote workflow. • Reviewed 500+ submissions per month and applied detailed rubrics • Flagged issues in reasoning, tone, factual accuracy, and grammar • Generated per-piece structured feedback reports • Maintained 98% on-time delivery and used tracking for QA improvements.

2022 - Present

Writing Tutor / Academic Editor (Self-employed)

TextText Generation

Delivered tutoring and academic editing through detailed critique and structured revision annotations. Evaluated essays for clarity, coherence, argument quality, and factual soundness while providing specific suggested improvements. Produced instruction-rich feedback that can function as prompt/response style training examples for response evaluation. • Edited and critiqued 200+ academic essays • Provided detailed written annotations for every suggested revision • Evaluated reasoning/argument quality and coherence • Produced structured feedback aimed at actionable student improvements.

2020 - Present

Education

Work History