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I

Idris A.

AI Training Data Specialist – LLM Evaluation & Multimodal Annotation

United Kingdom flagLondon, United Kingdom

Key Skills

Software

Data Annotation TechData Annotation Tech

Top Subject Matter

Artificial Intelligence – Large Language Models & Prompt Evaluation
Technology – Data Annotation & Quality Assurance
Media & Content – AI Response Review & Content Evaluation

Top Data Types

ImageImage
VideoVideo
TextText

Top Task Types

Bounding BoxBounding Box
SegmentationSegmentation
Question AnsweringQuestion Answering
Object DetectionObject Detection
Evaluation/RatingEvaluation/Rating
Data CollectionData Collection
Computer Programming/CodingComputer Programming/Coding
Text GenerationText Generation
CuboidCuboid
PolylinePolyline
Fine-tuningFine-tuning
Red TeamingRed Teaming
RLHFRLHF
Point/Key PointPoint/Key Point
Text SummarizationText Summarization
Entity (NER) ClassificationEntity (NER) Classification
ClassificationClassification

Freelancer Overview

I have experience working on AI training and data labeling projects involving image annotation, camera movement analysis, quality assurance review, and content evaluation tasks. My work has included labeling and reviewing datasets for computer vision and language-related projects, following detailed annotation guidelines, identifying inconsistencies, and ensuring high-quality outputs that align with project standards. I am comfortable working with structured instructions, handling repetitive tasks with accuracy, and maintaining consistency across large datasets while meeting productivity and quality targets. In addition to annotation work, I have a strong background in research, data organization, and analytical thinking through my experience in SEO, outreach campaigns, and content analysis. This has strengthened my attention to detail, pattern recognition, and ability to quickly understand complex guidelines and workflows. I am also technically inclined, with ongoing Python training focused on automation and data handling, which helps me adapt easily to AI-related tools, platforms, and evolving project requirements.

Labeling Experience

AI Training & Quality Evaluation Specialist – Aether Project

ImageImageBounding BoxBounding Box

Worked on the Aether project focused on improving AI model performance through data annotation, response evaluation, and quality review tasks. Responsibilities included analyzing AI-generated outputs for accuracy, relevance, instruction-following, reasoning quality, and safety compliance based on detailed project guidelines. Performed comparative evaluations between responses, identified factual inconsistencies, and provided structured feedback to improve training data quality for large language models. The project also involved handling multimodal and text-based tasks requiring strong attention to detail, critical thinking, and consistency across evaluations. Maintained adherence to strict quality standards, productivity targets, and annotation protocols while collaborating within a fast-paced AI training environment. Developed experience working with evolving guidelines, edge cases, and complex prompt evaluation workflows used in modern generative AI systems.

2025 - Present

Education

D

Door Supervisors in the Private Security Industry

Certificate in Private Security Industry, Private Security Industry

Certificate in Private Security Industry
2023 - 2027
O

Obafemi Awolowo University, Ile-Ife

Bachelor of Science, Criminal Justice

Bachelor of Science
2010 - 2014

Work History

A

Asel

Security Officer and CCTV Operator

London
2024 - Present
D

Deguards UK Ltd

Security Officer and CCTV Operator

London
2023 - 2024