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Candelaria Perera Quintana

@candelariapereraquin

AI Data Trainer & Evaluator at Outlier AI, improving model quality through rubric-based evaluations and precise feedback.

Argentina

Message

At Outlier AI, I evaluate, rate, and annotate LLM outputs against complex rubrics. I analyze edge cases, logical inconsistencies, hallucination risks, and formatting errors, then provide feedback to help calibrate model performance.

I also developed a production React landing page for Total Hostel and built and maintained a live-streaming website. My training includes custom AI agent building, advanced prompt workflows, and React web development.

Experience

Work history, roles, and key accomplishments

Current

AI Data Trainer & Evaluator

Current

Outlier AI

Jan 2025 - Present (1 year 10 months)

Evaluate, rate, and annotate LLM outputs against complex multi-criteria rubrics to train next-generation AI models. Analyze edge cases, logical inconsistencies, hallucination risks, and formatting errors in AI-generated responses.

RLHF Prompt Evaluation Rubric Based Scoring Quality Assurance Edge Case Analysis Content Annotation Claude AI Prompt Engineering

Freelance Web Developer

Total Hostel

Jan 2025 - Dec 2025 (11 months)

Designed, developed, and deployed a single-page React production site (totalhostel.com.ar). Managed full project lifecycle in Figma and React with extreme attention to visual and structural detail.

React Figma Web Development Deployment

Freelance Web Developer

Radio Streaming Website

Jan 2022 - Dec 2023 (1 year 11 months)

Built and maintained a live-streaming web platform, managing ongoing technical maintenance, functional QA, and updates.

Web Development Quality Assurance Maintenance

Personal & Telephone Receptionist

6th Division Attorney General's Office

Jan 2014 - Dec 2015 (1 year 11 months)

Followed strict legal protocols and tracked legal document workflows using official Ministry database software. Maintained high precision and strict compliance while processing sensitive case document logistics.

Legal Protocol Documentation Tracking Database Software Compliance

Guest Reception & Support

Hostel El Andaluz

Jan 2012 - Dec 2012 (11 months)

Provided high-quality bilingual support and communication in a fast-paced environment.

Bilingual Communication Customer Support

Education

Degrees, certifications, and relevant coursework

Pareto Talent

Executive Assistant & AI Workflows Certificate, Executive Assistant & AI Workflows

Completed an intensive 30+ hour program focusing on custom AI agent building, advanced prompt workflows, HighLevel, Zapier, ClickUp, Claude, Lovable, and Vibe Coding. Developed a high-converting automated landing page and content pipeline as part of the comprehensive final project.