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I am a computational linguist passionate about leveraging AI and large language models to make healthcare data more accessible and useful. My background includes deep academic training in assistive technologies and the neurological basis of speech and language disorders, which helps me develop effective AI-driven tools for individuals facing speech and language challenges. With hands-on experience fine-tuning LLMs and developing automated data pipelines, I enjoy creating innovative solutions that blend technology and linguistics. I’m always eager to contribute to projects that make a positive impact on neurodevelopmental and acquired speech-related conditions.…I am a computational linguist passionate about leveraging AI and large language models to make healthcare data more accessible and useful. My background includes deep academic training in assistive technologies and the neurological basis of speech and language disorders, which helps me develop effective AI-driven tools for individuals facing speech and language challenges. With hands-on experience fine-tuning LLMs and developing automated data pipelines, I enjoy creating innovative solutions that blend technology and linguistics. I’m always eager to contribute to projects that make a positive impact on neurodevelopmental and acquired speech-related conditions.

Maria Korobeynikova

AI Engineer, Data Scientist, Data Annotator, +1

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I am a computational linguist passionate about leveraging AI and large language models to make healthcare data more accessible and useful. My background includes deep academic training in assistive technologies and the neurological basis of speech and language disorders, which helps me develop effective AI-driven tools for individuals facing speech and language challenges. With hands-on experience fine-tuning LLMs and developing automated data pipelines, I enjoy creating innovative solutions that blend technology and linguistics. I’m always eager to contribute to projects that make a positive impact on neurodevelopmental and acquired speech-related conditions.…I am a computational linguist passionate about leveraging AI and large language models to make healthcare data more accessible and useful. My background includes deep academic training in assistive technologies and the neurological basis of speech and language disorders, which helps me develop effective AI-driven tools for individuals facing speech and language challenges. With hands-on experience fine-tuning LLMs and developing automated data pipelines, I enjoy creating innovative solutions that blend technology and linguistics. I’m always eager to contribute to projects that make a positive impact on neurodevelopmental and acquired speech-related conditions.

Available to hire

I am a computational linguist passionate about leveraging AI and large language models to make healthcare data more accessible and useful. My background includes deep academic training in assistive technologies and the neurological basis of speech and language disorders, which helps me develop effective AI-driven tools for individuals facing speech and language challenges.

With hands-on experience fine-tuning LLMs and developing automated data pipelines, I enjoy creating innovative solutions that blend technology and linguistics. I’m always eager to contribute to projects that make a positive impact on neurodevelopmental and acquired speech-related conditions.

Skills

Experience Level

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Russian

Advanced

French

Advanced

German

Beginner

Work Experience

Research Assistant at Digital Democracy Lab @ University of Zurich

December 31, 2024 - July 23, 2025

Co-developed scripts to finetune various large language models (LLaMA, FLAN-t5, Mistral) and proprietary models for automated political data labeling adapted to different GPU constraints. Enhanced evaluation benchmarks and added more models to the existing political data labeling and finetuning pipeline. Contributions are available via a public GitHub repository.

Health Data Research Support at Lyfegen

March 31, 2023 - July 23, 2025

Designed and implemented an automated source discovery pipeline to identify and retrieve relevant updates from multilingual web sources using transformer-based and rule-based classification. Also developed an additional product information database for government designations with automated monthly updates. Initiated data validation analytics to prevent duplicated imports of agreements.

Analyst (Trainee until July 2020) at Commercial Effectiveness Solutions, IQVIA

July 31, 2021 - July 23, 2025

Led various data-driven consulting projects on the Swiss healthcare market including market ranking of physician practices and hospitals, as well as custom analyses of anonymized prescription data to construct patient treatment journeys in R. Proposed and implemented automation updates for project templates, including data extraction, rule-based transformation, text analysis, and regression selection. Managed junior analysts and conducted introductory training sessions on R and statistical analysis.