I will deliver high-quality AI training, model evaluation and QC

Are you looking to improve the quality, accuracy and reliability of your AI models? I help AI companies, startups and businesses evaluate, improve and validate AI-generated outputs through structured AI training, model evaluation and quality assurance. With 800+ hours of hands-on experience across six confidential AI training projects, I bring practical experience in AI model evaluation, human feedback, data annotation, quality control and AI training operations. WHAT I CAN HELP YOU WITH • AI Model Evaluation: Evaluate LLM responses, assess accuracy, relevance, reasoning and instruction-following using structured evaluation rubrics. • Data Annotation & Labeling: Perform structured data labeling, categorisation and human feedback tasks to support AI model training. • Quality Assurance & QC: Review annotated datasets and trainer submissions, identify inconsistencies, detect errors and maintain quality standards. • LLM Response Testing: Test AI-generated responses against project guidelines, evaluate edge cases and identify recurring model weaknesses. • AI Training Operations: Coordinate expert teams, allocate tasks, monitor productivity, track submissions and maintain delivery timelines. • Performance Reporting: Use Python, SQL and data dashboards to analyse quality indicators, output, rework and operational performance. MY EXPERIENCE I progressed from Engineering Domain Expert to QC Reviewer and team coordination responsibilities. I have worked as a QC reviewer across three projects and coordinated four to five expert teams, supporting task allocation, performance reviews, onboarding and process improvements. I have also tested agentic workflows across 18 connectors on different platforms. WHAT YOU WILL RECEIVE Depending on your selected package, you will receive: • Structured evaluation and quality reports. • Detailed feedback and error categorisation. • Consistent, rubric-based assessment. • Actionable recommendations for improvement. • Clear documentation of findings and deliverables. MY APPROACH I focus on accuracy, consistency, clear communication and meeting project deadlines. Every engagement starts with understanding your requirements, guidelines and expected outcomes. I then establish a structured workflow, execute the evaluation or QC process, review the results and deliver documented findings. Whether you need a small AI evaluation project or ongoing support for a larger human-data operation, I'm happy to discuss your requirements and find the right approach.