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Evan Rees

Evan Rees

Product Designer - UX/UI and Research for Digital Products

CANADA flag
Toronto, Canada
$40.00/hrIntermediateInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio

Top Label Types

Prompt Response Writing SFT
Question Answering
Relationship

Freelancer Overview

I have over four years of experience in UX research and product design, with a strong focus on supporting AI-driven projects and training data initiatives. My recent work as an Audio Generalist Research Expert involved evaluating AI systems through structured, rubric-based testing, defining ideal model responses, and collaborating closely with engineering teams to improve model output and user trust. I am skilled in usability testing, heuristic evaluation, and qualitative analysis, and I have designed and executed large-scale data collection and annotation protocols for both public-sector and enterprise platforms. My technical proficiency in Figma, Miro, HTML, CSS, and JavaScript, combined with a deep understanding of accessibility standards, enables me to create clear, actionable data labeling guidelines and deliver high-quality, research-informed insights that drive better AI outcomes.

IntermediateEnglish

Labeling Experience

Audio Generalist Specialist

Internal Proprietary ToolingAudioPrompt Response Writing SFT
Using a variety of prompts, including conversational, fact-based inquiries, or creative output, my role was to test the LLM for failures and draft rubrics for them as an expert on what the golden response should be

Using a variety of prompts, including conversational, fact-based inquiries, or creative output, my role was to test the LLM for failures and draft rubrics for them as an expert on what the golden response should be

2025 - 2025

Education

U

University of Toronto School of Continuing Studies

Certificate, Software Development

Certificate
2024 - 2025
U

University of Toronto

Master of Information, User Experience Design and Research

Master of Information
2020 - 2022

Work History

F

FIKA Herbal Goods

Lead Educator

Toronto
2024 - 2025
P

Phase 5 Consulting

Senior UX Research Consultant

Toronto
2023 - 2023