AKINOLA OREOLUWA SAMUEL
Manchester,UK
Summary
Detail oriented professional with 4 years of experience in high volume, regulated environments. Dedicated to providing precise linguistic annotation, transcription, and quality assurance for AI training datasets. Expert at interpreting complex technical guidelines and maintaining 100% adherence to procedural standards. Proven track record of simplifying technical information and delivering high quality, error free outputs under strict deadlines. Strong analytical background focused on identifying linguistic nuances and ensuring data integrity for large scale model training.
Overview
5
5
years of professional experience
1
1
Certification
Work history
AI QA labeler
Outlier AI
Remote
2024.01 - 2025.06
- Evaluated and ranked AI-generated responses to complex prompts, focusing on factual accuracy, logical reasoning, and adherence to specific tone guidelines.
- Authored original, high-quality data sets to train Large Language Models (LLMs) on creative writing, technical problem-solving, and conversational nuances.
- Identified and corrected "hallucinations" or factual errors in model outputs, ensuring data used for training was grounded and reliable.
- Utilized RLHF (Reinforcement Learning from Human Feedback) frameworks to provide detailed justifications for why one model response was superior to another.
- Collaborated on edge-case testing by writing adversarial prompts designed to test model's safety guardrails and boundary conditions.
Data & Research Contributor
Self-Directed
Remote, Remote
2023.01 - Current
- Execute complex, repetitive tasks following strict procedural instructions to ensure 100% data consistency for technical research and household automation projects.
- Utilize digital tools and specialized applications to capture, format, and upload high-quality data, ensuring all submissions meet stringent structural and clarity requirements.
- Analyze and validate temporal sequences and interactions, ensuring that detailed records are accurately represented for final analysis.
- Maintain disciplined remote schedule, providing 20+ hours of high-focus output per week while coordinating with global project requirements.
- Key Achievement:
- Maintained 98% "first-time-right" submission rate for complex documentation tasks, significantly reducing needs for data reprocessing.
- Successfully contributed over 50+ hours of structured data utilized for refining complex automated algorithms.
Crew Trainer
McDonald's
Manchester, UK
2021.01 - Current
- Deliver high-quality customer service in high-pressure environment, resolving complex queries regarding orders and service standards with 100% adherence to safety and quality benchmarks.
- Monitor team performance in real-time to ensure all standardized workflows meet exact specifications, maintaining 0% margin for error during peak operational hours.
- Manage and document fast-paced tasks simultaneously, ensuring that every interaction remains person-centered and compliant with evolving corporate and safety protocols.
- Lead onboarding and training of 15+ new staff members, translating technical operational manuals into easy-to-understand guidance to ensure consistent service output.
- Key Achievement:
- Awarded for maintaining 100% safety and procedural compliance rating over consecutive 12-month period.
- Reduced operational errors by 15% through design and implementation of rigorous "double-check" monitoring system for standardized tasks.
Education
A-Levels - English & Mathematics
Abbey College, Manchester
Manchester, UKBachelor of Science - Accounting and Finance
University of Nottingham
Nottingham, UKHigher National Diploma - Accounting and Finance
The Manchester College
Manchester, UKSkills
- Customer Support: Compassionate Inquiry Handling, Multi-Channel Communication (Telephone, Web Chat, Email), and Conflict Resolution
- Compliance & Precision: Expert in following strict procedural instructions, BPSS-ready documentation, and maintaining 0% margin for error in regulated workflows
- Technical Proficiency: Advanced use of digital systems, data entry, record keeping, python, HTML, CSS and technical troubleshooting
- Soft Skills: High-Comprehension English Communication, Strategic Time Management, Empathy-Driven Problem Solving, and Collaborative Teamwork
- Prompt Engineering, Model Evaluation, RLHF (Reinforcement Learning from Human Feedback)
- Labelbox, Surge AI, CVAT(Computer Vision Annotation Tool)
Certification
- Google AI Essentials – Google (In View)
- Advanced Technical Documentation & Reporting – Internal Training
- Level 3 Extended Diploma – Completed 2025
REFEREES
Available upon request
Languages
English
Native
Accomplishments
- Supervised team responsible for executing well on projects, leading to 46% increased revenue.
Timeline
AI QA labeler
Outlier AI
2024.01 - 2025.06
Data & Research Contributor
Self-Directed
2023.01 - Current
Crew Trainer
McDonald's
2021.01 - Current
A-Levels - English & Mathematics
Abbey College, Manchester
Bachelor of Science - Accounting and Finance
University of Nottingham
Higher National Diploma - Accounting and Finance
The Manchester College