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Florina Uhrle

Florina Uhrle

LLM Framework Tester and Evaluator

Australia flagBrisbane, Australia
$50.00/hrIntermediateScale AISuperannotateTelus

Key Skills

Software

Scale AIScale AI
SuperAnnotateSuperAnnotate
TelusTelus
HumanaticHumanatic
Google Cloud Vertex AIGoogle Cloud Vertex AI
DatumboxDatumbox
Data Annotation TechData Annotation Tech
CloudFactoryCloudFactory
Axiom AI

Top Subject Matter

Agentic Large Language Models
Cybersecurity AI Use Cases
Legal Services & Contract Review

Top Data Types

TextText
ImageImage
VideoVideo

Top Task Types

Bounding BoxBounding Box
Text GenerationText Generation
TranscriptionTranscription
Red TeamingRed Teaming
RLHFRLHF
Question AnsweringQuestion Answering
Evaluation/RatingEvaluation/Rating
Data CollectionData Collection
ClassificationClassification

Freelancer Overview

LLM Framework Tester and Evaluator. Brings 20+ years of professional experience across corporate business operations including core ICT operational, strategic and financial metrics. Has been at the forefront of AI/ML technologies with core based in workflow and automation background and certification. Systems level thinking with growth mindset. Education includes Bachelor in Applied Mgmt, MBA (ICT & International business), Juris Doctor, Masters in Psych. and Masters in Cyber Security (deferred). AI-training focus includes data types such as Annotation, Audio and Voice, Video and Generative AI Evaluation and Rating.

IntermediateEnglish

Labeling Experience

Approved Annotator

VideoPrompt Response Writing SFT
Aether Includes various tasks including but not limited to: text, images, video, audio, conversational, H2H,

Aether Includes various tasks including but not limited to: text, images, video, audio, conversational, H2H,

2025 - Present

Approved Annotator

TextTranscription
Aether Project - Outlier/ Scale AI

Aether Project - Outlier/ Scale AI

2025 - Present

LLM Framework Tester and Evaluator

Text
I advanced large language model (LLM) usage frameworks by testing, designing, and advising on Agentic AI use cases and data input/output hygiene. My responsibilities included evaluating LLM outputs to ensure quality, relevance, and safety in AI-driven scenarios. I analyzed and assessed AI model behaviors, focusing on red-teaming and LLM prompt/response validation. • Conducted hands-on LLM output evaluations for use case testing • Participated in red-teaming and adversarial review of AI model outputs • Documented model input/output patterns and identified risk areas • Provided actionable feedback to optimize LLM safety and effectiveness

I advanced large language model (LLM) usage frameworks by testing, designing, and advising on Agentic AI use cases and data input/output hygiene. My responsibilities included evaluating LLM outputs to ensure quality, relevance, and safety in AI-driven scenarios. I analyzed and assessed AI model behaviors, focusing on red-teaming and LLM prompt/response validation. • Conducted hands-on LLM output evaluations for use case testing • Participated in red-teaming and adversarial review of AI model outputs • Documented model input/output patterns and identified risk areas • Provided actionable feedback to optimize LLM safety and effectiveness

2024 - Present

Education

D

Deakin University

Juris Doctor, Law

Juris Doctor
2020 - 2020
U

University of Queensland

Graduate Diploma of Business Administration, Business Administration

Graduate Diploma of Business Administration
2017 - 2017

Work History

H

H.EARTH Protocol

Creator/Founder

Brisbane
2026 - Present
E

Energy Queensland Limited

Business Analyst

Brisbane
2023 - 2024