Abbie Trewin-Bugeja

I’m a curious and analytical professional with hands-on experience spanning AI model evaluation, data annotation, legal operations, and infrastructure project administration — and I genuinely enjoy the variety. As a Data Annotator and AI Trainer, I’ve worked on diverse projects in model fine-tuning, red-teaming, and multimodal evaluation — applying nuanced reasoning, domain expertise, and clear communication to strengthen model outputs and safeguard compliance.

Earlier in my career, I supported senior solicitors as a Legal Administrative Assistant at top-tier law firm Herbert Smith Freehills, managing complex documentation, billing, and event coordination with precision and confidentiality. I also worked as a Contract Administrator in the electricity supply industry, overseeing data accuracy, cost reporting, and compliance frameworks for large-scale asset projects — developing an eye for operational detail and risk management.

I bring a blend of technical literacy, structured thinking, and creative problem-solving to every project. Whether refining AI-generated outputs, stress-testing model safety, or optimising data systems, I’m driven by quality, curiosity, and translating complex information into meaningful insights that move projects forward.