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I

Idris Adegbola

AI Response Evaluator | Freelance / Contract | Remote

NIGERIA flag
Akure, Nigeria
$15.00/hrIntermediateOtherCVATRoboflow

Key Skills

Software

Other
CVATCVAT
RoboflowRoboflow
V7 LabsV7 Labs

Top Subject Matter

General Knowledge
History Domain Expertise
Science Domain Expertise

Top Data Types

TextText
VideoVideo
ImageImage
DocumentDocument

Top Task Types

Segmentation
Bounding Box
Classification
Point Key Point
Object Detection
Question Answering
RLHF
Evaluation Rating
Transcription

Freelancer Overview

I have hands-on experience across the full spectrum of AI training data work, including data annotation, content review, and model response evaluation. I have worked with image and video annotation tools such as CVAT and Roboflow Annotate, performing bounding box labeling, object detection, segmentation masking, and keypoint annotation. As an AI Content Reviewer with Atlas Capture, I maintained a 90%+ QA accuracy score while evaluating AI-generated outputs for factual consistency, coherence, and policy compliance. My exploratory testing background with uTest and Test IO further sharpened my ability to apply structured, systematic reasoning to identify errors and document findings clearly. What sets me apart is my experience in AI response evaluation at the model quality level. I have assessed and ranked AI-generated responses across six evaluation dimensions: instruction following, truthfulness, correctness, writing quality, verbosity, and overall quality, producing written justifications with cited evidence to support preference decisions. This RLHF-adjacent work, combined with my C1 English proficiency, cross-domain knowledge spanning history, science, and technology, and consistent track record of guideline adherence, makes me well-suited for high-judgment annotation and AI training data roles that go beyond simple labeling into nuanced quality assessment.

IntermediateEnglish

Labeling Experience

AI Content Reviewer & Video Annotation Contributor | Atlas Capture | Remote

OtherVideoSegmentation
At Atlas Capture, I reviewed and annotated AI-generated video content for segmentation and activity tracking. I ensured policy compliance and accuracy, contributing structured feedback for model improvement. Consistent adherence to evolving annotation guidelines resulted in a sustained high QA score. • Evaluated segmentation and activity tracking model outputs. • Maintained a QA accuracy score above 90%. • Provided structured, iterative feedback to improve model outputs. • Followed strict annotation guidelines for reliable and annotated results.

At Atlas Capture, I reviewed and annotated AI-generated video content for segmentation and activity tracking. I ensured policy compliance and accuracy, contributing structured feedback for model improvement. Consistent adherence to evolving annotation guidelines resulted in a sustained high QA score. • Evaluated segmentation and activity tracking model outputs. • Maintained a QA accuracy score above 90%. • Provided structured, iterative feedback to improve model outputs. • Followed strict annotation guidelines for reliable and annotated results.

2026 - Present

AI Response Evaluator | Freelance / Contract | Remote

OtherText
In this remote freelance role, I evaluated AI-generated text responses for instruction following, accuracy, and overall quality. I conducted rubric-based preference ranking and factual verification to assess model outputs. Written justifications were provided for each comparative model evaluation task. • Evaluated AI outputs for truthfulness, correctness, and writing quality. • Identified hallucinations and cited factual evidence for model errors. • Applied domain expertise in history, science, and general knowledge for output verification. • Maintained systematic rubric scoring and adherence to structured guidelines.

In this remote freelance role, I evaluated AI-generated text responses for instruction following, accuracy, and overall quality. I conducted rubric-based preference ranking and factual verification to assess model outputs. Written justifications were provided for each comparative model evaluation task. • Evaluated AI outputs for truthfulness, correctness, and writing quality. • Identified hallucinations and cited factual evidence for model errors. • Applied domain expertise in history, science, and general knowledge for output verification. • Maintained systematic rubric scoring and adherence to structured guidelines.

2025 - Present

Survey Respondent & Prompt Evaluator | Various Platforms | Remote

OtherText
Working as a survey respondent and prompt evaluator, I assessed AI-generated text prompts and responses in evaluation surveys. I utilized structured feedback and consistent reasoning standards to maintain prompt quality and relevance. This role required careful attention to rubrics and inter-rater reliability. • Provided detailed feedback on prompts and AI responses. • Checked for prompt clarity and response relevance using set rubrics. • Maintained inter-rater reliability in collaborative survey environments. • Employed rubric-driven evaluation across diverse topics and content.

Working as a survey respondent and prompt evaluator, I assessed AI-generated text prompts and responses in evaluation surveys. I utilized structured feedback and consistent reasoning standards to maintain prompt quality and relevance. This role required careful attention to rubrics and inter-rater reliability. • Provided detailed feedback on prompts and AI responses. • Checked for prompt clarity and response relevance using set rubrics. • Maintained inter-rater reliability in collaborative survey environments. • Employed rubric-driven evaluation across diverse topics and content.

2024 - 2025

Education

F

Federal University of Technology, Akure

Bachelor of Technology, Information Systems

Bachelor of Technology
2020 - 2024

Work History

U

uTest

Exploratory Software Tester

Akure
2025 - 2026