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Fabiana SuarezFS
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Fabiana Suarez

@fabianasuarez1

I evaluate multimodal AI and teach Spanish and English with rigorous linguistic accuracy.

Mexico
Message

What I'm looking for

I'm looking to apply my Spanish (LATAM) linguistic knowledge, LLM evaluation experience, and structured feedback skills to improve multilingual and multimodal AI systems.

At Scale AI / Outlier.ai, I evaluated and benchmarked generative AI across text, image, and video, with particular attention to Spanish (LATAM) cultural accuracy and regional relevance.

I've audited model outputs for prompt adherence, spatial reasoning, visual artifacts, anatomical accuracy, lighting consistency, frame-rate stability, and linguistic details such as verb conjugation, subjunctive usage, dialectal nuance, and pragmatic soundness. I document reproducible error traces and actionable feedback to improve prompting guidelines and multimodal evaluation rubrics.

I also teach Spanish and English at Harmon Hall and Habla! Centro de Habla y Cultura, creating CEFR-aligned materials, rubrics, and detailed learner feedback for university students and adults.

Experience

Work history, roles, and key accomplishments

SO

AI Language Trainer & Specialist

Scale AI / Outlier.ai

Jan 2022 - Dec 2024 (2 years 11 months)

Evaluated and benchmarked generative AI models across text, image, and video modalities, auditing outputs for prompt adherence, cultural accuracy, and technical quality. Captured error traces and provided feedback to optimize prompt engineering guidelines and evaluation rubrics.

Education

Degrees, certifications, and relevant coursework

Universidad Nacional Autónoma de México logoUM

Universidad Nacional Autónoma de México

Bachelor, Intercultural Development & Management

Bachelor in Intercultural Development & Management from UNAM, specializing in Heritage Management, Cultural Mediation, and Regional Dynamics.

Tech stack

Software and tools used professionally

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