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.

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.

Available to hire

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.

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Language

English
Fluent

Work Experience

Add your work experience history here.

Education

Bachelor of Business, Major in Marketing (Incomplete) at Swinburne University
February 1, 2023 - January 1, 2026
Diploma of Nursing at Victoria University
January 1, 2015 - March 15, 2017
Certificate IV in Business Administration at Upskilled Australia
April 27, 2018 - April 27, 2022

Qualifications

Certificate IV in Business Administration
January 11, 2030 - January 1, 2020
Certificate IV in Business Administration
January 1, 2020 - October 30, 2025
Diploma of Nursing
January 11, 2030 - January 1, 2017

Industry Experience

Education, Software & Internet, Healthcare, Professional Services, Media & Entertainment