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Fabiana Browne

Italian Freelance Writer & AI Training Specialist — Accounting & Tax

Australia flagSydney, Australia
$50.00/hrIntermediate

Key Skills

Software

No software listed

Top Subject Matter

Accounting Domain Expertise
Taxation Domain Expertise
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Evaluation/RatingEvaluation/Rating
Text GenerationText Generation

Freelancer Overview

I hold a Master of Commerce (Professional Accounting) with a specialisation in Taxation. I have hands-on experience preparing individual and company tax returns, BAS lodgements, GST, FBT, PayG withholding and superannuation compliance. I am familiar with accounting software, for instance MYOB, and my time working at Commonwealth Bank strengthened my understanding of AML, KYC and due diligence processes. In my current role as an AI Training specialist, I apply my strong background in tax and accounting to train and evaluate language models. I write complex domains covering tax and accounting scenarios, and then I design detailed evaluation rubrics to set clear quality benchmarks. I use to evaluate and assess AI responses across several dimensions, such as Instruction-Following, Truthfulness, Verbosity, Prompt Correctness, and Writing style and tone, helping the model improve accuracy and reliability in specialised financial scenarios. My background as an ATO-accredited Tax Helper, combined with my accounting and tax experience, bilingual English-Italian skills, and real-world AI training, allows me to produce high-quality training data.

IntermediateEnglishItalian

Labeling Experience

Italian Freelance Writer & AI Training Specialist — Accounting & Tax

TextPrompt Response Writing SFT
I contribute to AI development projects by training and evaluating large language models in the finance and tax domains. My work includes writing complex, domain-specific prompts and designing evaluation rubrics for specialized financial and tax content. I systematically assess AI-generated responses across multiple key quality dimensions. • Developed and implemented expert-level rubrics for AI model evaluation • Created multilingual content and assessments in both English and Italian • Provided in-depth prompt engineering for tax and accounting scenarios • Evaluated outputs for accuracy, instruction following, and style.

I contribute to AI development projects by training and evaluating large language models in the finance and tax domains. My work includes writing complex, domain-specific prompts and designing evaluation rubrics for specialized financial and tax content. I systematically assess AI-generated responses across multiple key quality dimensions. • Developed and implemented expert-level rubrics for AI model evaluation • Created multilingual content and assessments in both English and Italian • Provided in-depth prompt engineering for tax and accounting scenarios • Evaluated outputs for accuracy, instruction following, and style.

2024 - Present

Education

C

Commonwealth Bank

Certificate III in Financial Services, Financial Services

Certificate III in Financial Services
Not specified
A

Applied Education

Certificate in Payroll Administration, Payroll Administration

Certificate in Payroll Administration
Not specified

Work History

S

Speed of Light Superfund

SMSF Transactions Coordinator

Perth
2021 - Present
A

Avvocato Pty Ltd

Administration Officer & Accountant

Perth
2018 - Present