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Katriina KiiskiKK
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Katriina Kiiski

@katriinakiiski

I train and evaluate Finnish-language AI models, ensuring accuracy, reliability, and cultural relevance.

Finland
Message

What I'm looking for

I’m looking to train and QA reliable, human-centred Finnish-language AI—working with cross-functional teams to improve factual accuracy, cultural relevance, and evaluation methods in real-world products.

I’m an AI Data Trainer and Finnish language specialist with a multidisciplinary background spanning anthropology, sociology, and IT. For the past two years, my work has centred on training and evaluating large-scale language models with a consistent focus on linguistic precision, factual accuracy, and cultural relevance for Finnish-speaking users.

I bring hands-on expertise in human-in-the-loop training, prompt engineering and prompt optimisation, and detailed error trace documentation to help teams improve evaluation metrics and model behaviour. Alongside model training, I support accuracy and reliability through output verification, QA for AI-powered products, and Finnish localisation testing—balancing compliance, ethics, and real-world usefulness.

Experience

Work history, roles, and key accomplishments

IT
Current

Advanced AI Data Trainer (Finnish)

Invisible Technologies

Sep 2025 - Present (10 months)

Trains and refines large-scale language models for Finnish-language performance using deep expertise in Finnish grammar, syntax, morphology, and phonology. Conducts human-in-the-loop error analysis, documents failures, and proposes improvements to prompt engineering and evaluation metrics.

HK

Substitute Teacher

Hausjärven Kunta

Jan 2018 - Sep 2025 (7 years 8 months)

Delivered lessons across diverse subject areas and age groups following National Curriculum guidelines. Built strong communication with school staff, students, and parents while adapting to rapidly changing classroom environments.

CH

Civil Servant (Career Services)

City of Hämeenlinna

Feb 2022 - Aug 2023 (1 year 6 months)

Provided empathetic customer service for complex employment and benefits enquiries. Interpreted and applied unemployment law to ensure compliant and accurate service delivery, while building relationships with local businesses and service providers.

Education

Degrees, certifications, and relevant coursework

University College London (UCL) logoUU

University College London (UCL)

Master of Science (MSc), Medical Anthropology

MSc graduate research in medical anthropology, building skills in qualitative fieldwork, cultural analysis, and cross-disciplinary research methodology.

University of Glasgow logoUG

University of Glasgow

Master of Arts (MA), Sociology and Anthropology

2010 - 2014

MA training in sociology and anthropology research methods, theory, and analysis, with a minor in philosophy including ethics, logic, and philosophy of science.

Tech stack

Software and tools used professionally

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