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Patrick Burns

Patrick Burns

LLM Evaluation and Text Generation Specialist in English.

Australia flagCanberra, Australia
$25.00/hrEntry LevelRemotasksTolokaTelus

Key Skills

Software

RemotasksRemotasks
TolokaToloka
TelusTelus
Scale AIScale AI
Other

Top Subject Matter

No subject matter listed

Top Data Types

DocumentDocument
TextText

Top Task Types

Evaluation Rating
Prompt Response Writing SFT
Question Answering
Red Teaming
Text Generation

Freelancer Overview

Specialized AI Data Trainer with advanced experience in strengthening machine learning models through rigorous evaluation and content generation. Expertise in "red teaming" and adversarial testing, skillfully designing prompts to "stump" models, identify failure modes, and expose vulnerabilities. Proven ability to author high-quality "golden responses" to set benchmarks for model performance. Also possesses experience in audio data analysis, including detection and correction, and a strong background in reviewing the work of other data specialists to ensure alignment with complex project guidelines.

Entry LevelEnglishJapanese

Labeling Experience

optimal_dragonfruit

OtherTextQuestion AnsweringText Generation
The scope of this project was to perform an end-to-end, adversarial workflow to identify and correct failures in a large language model. The project's goal was to "stump" the model, verify the nature of its failure, and then generate a "golden" data set for fine-tuning.

The scope of this project was to perform an end-to-end, adversarial workflow to identify and correct failures in a large language model. The project's goal was to "stump" the model, verify the nature of its failure, and then generate a "golden" data set for fine-tuning.

2025 - 2025

Education

A

Australian National University

Law (Honours), Law

Law (Honours)
2022 - 2025
A

Australian National University

International Security, International Relations

International Security
2020 - 2023

Work History

C

Comcare

Statutory Oversight Officer

Canberra
2023 - 2025