About
Trilingual AI trainer and data evaluation specialist with over 5 years of experience supporting LLM and generative AI workflows through human-in-the-loop annotation, preference ranking, and linguistic quality assurance. Experienced in multilingual data curation, model evaluation, and remote collaboration across English, Spanish, and Portuguese.
Experience
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Domain Expert - Product Data ScienceFleet AIJan 2026 – Jun 2026
Reviewed and evaluated AI-generated analytical work for correctness, statistical soundness, and practical relevance. Worked through internal tooling, monitored compute telemetry, Grafana dashboards, and observability platforms, and produced data architectures, pipelines, schemas, evaluations, and operational guidance.
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AI Data Annotator & Model EvaluatorTrustscale AISep 2024 – Dec 2025
Conducted high-volume data annotation, ranking and fine-tuning for multimodal and text datasets. Identified semantic bugs and hallucinated formatting errors in LLM outputs, executed LQA and safety audits, and developed detailed annotation guidelines.
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Language Consultant & AI Content SpecialistMercorNov 2022 – Jun 2024
Performed semantic translation, token alignment, localization, compliance filtering, and structural rewrites across English, Spanish and Portuguese. Managed independent work streams and conducted language assessments and tailored language training programs.
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Data Evaluation & Content Analyst (Project-Based)RWSOct 2020 – Aug 2022
Sourced, compiled and standardized multi-format datasets, benchmarked and scored digital content assets, applied text transformations and paraphrasing, analyzed content quality, conducted market research, and trained junior analysts.
Education
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2020
Bachelor of ScienceUniversity of MarylandData Science · Apr 2020