Eliana Brereton headshot

Hello, I'm Eliana.

I'm an early-career professional working at the intersection of talent acquisition and AI ethics.

I recently finished my MA in AI Ethics and have been coordinating recruitment in tech environments. I'm looking for opportunities where research skills, recruiting experience, or AI governance knowledge are useful.

Based near Toronto.

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Highlights

Graduate Research

Completed MA research examining bias in AI-generated interview evaluations, analyzing 183 candidate responses to identify demographic disparities and measure AI-human alignment in hiring assessments.

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Professional Experience

Recently coordinated technical and non-technical recruitment at a tech startup. Previous experience includes accessibility compliance, content strategy, and research coordination.

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How I Can Contribute To Your Organization

AI Ethics & Responsible Technology

Research expertise in algorithmic fairness and bias detection in automated systems, with hands-on experience evaluating AI tools for demographic disparities and guiding ethical implementation.

Talent Acquisition & Recruitment Operations

Full-cycle recruitment coordination across technical and non-technical roles, including sourcing strategy, ATS management, candidate experience design, and data-driven process optimization.

Project Coordination & Stakeholder Management

Experience managing multi-stakeholder initiatives, coordinating deliverables across competing timelines, and facilitating clear communication between technical and non-technical teams.

Accessibility & Compliance

AODA/WCAG compliance auditing and implementation, accessibility testing using industry tools (Siteimprove), and experience translating regulatory requirements into practical guidance.

Technical Skills & Tools

Research, Programming & Data Analysis

Python R Statistical Modeling Data Visualization Qualitative Analysis Research Design

AI & Ethics

OpenAI API ChatGPT / Claude Large Language Models Prompt Engineering LLM Output Evaluation AI Bias Detection Fairness Metrics Algorithmic Auditing

Talent Acquisition & HR

Full-Cycle Recruitment Technical Recruiting (Software Engineering and ML/Devops roles) LinkedIn Recruiter Boolean Search Candidate Sourcing ATS Systems Candidate Experiement Management Interview Scheduling & Coordination

Compliance & Accessibility

AODA Compliance WCAG Standards Siteimprove Accessibility Audits W3C Accessibility TCPS 2 (Research Ethics)

Web & Content Management

HTML CSS SharePoint SEO Social Media Analytics

Productivity & Project Management

Microsoft Office Suite Data Management Notion Asana Hubspot Digital Project Management Process Documentation