Katherine Jara
@katherinejara
Detail-oriented linguist with expertise in data labeling and AI.
What I'm looking for
I am a detail-oriented linguist with over nine years of experience in editing, writing, and translation, specializing in English and Spanish content. My current focus is on building expertise in data labeling and language data evaluation to support AI model improvement, particularly in enhancing response accuracy and relevance.
In my recent roles, I have successfully labeled over 13,400 query-item pairs for an e-commerce platform and assessed more than 250 Spanish responses to prompts, refining model performance through Reinforcement Learning from Human Feedback (RLHF). I am eager to leverage my linguistic knowledge and analytical skills to transition into language technology, contributing effectively to data annotation and AI development.
Experience
Work history, roles, and key accomplishments
Language Data and Quality Reviewer
Volga Partners
Jan 2025 - Present (5 months)
Labeled over 13,400 query-item pairs for an e-commerce platform, meticulously analyzing titles, images, and descriptions to enhance search accuracy and improve rankings. This work directly contributed to optimizing product discoverability and user experience.
- Assessed more than 250 Spanish responses to prompts, refining AI model performance through Reinforcement Learning from Human Feedback (RLHF).
- Provided detailed feedback in English on AI responses to optimize localization, factual correctness, writing quality, content safety, and adherence to instructions.
English Materials Writer & Teacher
Freelance Roles
Jun 2020 - Aug 2024 (4 years 2 months)
- Authored and localized five Teacher's Guides, ensuring linguistic accuracy and cultural relevance for Spanish-English adaptations.
- Improved students' English speaking fluency and proficiency by 20% through personalized private lessons.
Writer
TheSoul Publishing
Feb 2022 - Mar 2023 (1 year 1 month)
- Wrote over 100 lifestyle and commercial articles in English for platforms with 100M+ followers, conducting thorough research and fact-checking.
- Collaborated with the design team to develop engaging cover concepts, which increased article visibility and click-through rates by 10%.
English Language Teaching Editor
SM Chile
Jan 2018 - May 2020 (2 years 4 months)
- Edited and localized K–12 educational materials for over 2 million Chilean students, adapting international series and aligning content with national curriculum objectives. - Reviewed and proofread educational documents, collaborating closely with authors, teachers, and pedagogical experts to maintain high quality standards.
- Managed a team of 5 editorial assistants.
In-House Translator
SM Chile
Jun 2017 - Dec 2017 (6 months)
- Co-translated the OECD report "Education in Chile: Reviews of National Policies for Education" from English to Spanish, upholding linguistic precision and factual integrity.
- Assisted in editing the final translation to enhance clarity and readability in Spanish.
Education
Degrees, certifications, and relevant coursework
Pontifical Catholic University of Chile
Bachelor of Education and Certified English Teacher, Education
Completed a Bachelor of Education program, earning certification as an English Teacher. Focused on pedagogical methods and educational practices relevant to language instruction.
University of Chile
Bachelor of Arts, English Linguistics and Literature
Studied English Linguistics and Literature, gaining a deep understanding of language structure, literary analysis, and cultural contexts. Developed strong analytical and writing skills.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Social media
Job categories
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