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Cristopher Corral EscobarCE
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Cristopher Corral Escobar

@cristophercorralesco

AI data curation leader and localization strategist.

Mexico
Message

What I'm looking for

I seek roles where I can lead multilingual AI data curation and localization, improve model safety and quality, mentor teams, and scale robust, documented workflows.

I am an AI data curation leader and localization strategist with hands-on experience managing RLHF, SFT, TTS evaluation, safety, and multilingual localization projects for Big Tech clients. I drive measurable quality improvements—raising PDR scores from 3.44 to 3.81—while leading and mentoring global teams and creating clear documentation and training that elevate team performance.

I also work as a freelance AI data annotator and translator, localizing prompts into culturally aware Mexican Spanish and performing high-standard QA and red-team safety testing. I combine instructional design, operations management, and practical tools (Google Workspace, Canva, video editing) to deliver reliable, scalable workflows and strong cross-cultural outcomes.

Experience

Work history, roles, and key accomplishments

OneForma logoON
Current

Translator

Jul 2024 - Present (1 year 3 months)

• Specialized in localizing English prompts into culturally aware Mexican Spanish, creating authentic prompts and responses for Supervised Fine-Tuning (SFT) datasets across different types of data: classification, summarization, and Q&A.
• Translated different pieces of documents (education, entertainment, historical, etc.) delivering error free work.

Education

Degrees, certifications, and relevant coursework

EM

Escuela Normal Superior del Estado de México

Bachelor's Degree, English Language Teaching

Completed a Bachelor's degree focused on English language teaching with coursework and practicum relevant to university-level instruction.

Tech stack

Software and tools used professionally

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Cristopher Corral Escobar - Translator - OneForma | Himalayas