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Adam User

@adamuser10

Healthcare data specialist and AI model training professional blending clinical assessment and LLM data quality.

Germany
Message

What I'm looking for

I’m looking to apply clinical documentation and rigorous data quality to train and improve healthcare-focused LLMs—building reliable extraction/annotation pipelines and collaborating across teams while turning technical details into clear instructions.

I’m a Psychology graduate with direct clinical healthcare exposure in pain therapy, neuropsychology, and geriatrics, where I administered and scored standardized cognitive assessments (MMSE, Clock Test, GDS) and documented findings in the ORBIS hospital information system. I collaborate daily within multidisciplinary healthcare teams, applying structured diagnostic protocols under time pressure and incomplete information.

On the AI side, I build and evaluate structured data-extraction and labeling pipelines using LLMs, combining prompt engineering with quality-control checks to ensure accuracy at scale. I work hands-on with RAG pipelines and vector databases, focused on how training-data quality shapes downstream model behavior—and I document workflows so non-technical stakeholders can follow them precisely.

Experience

Work history, roles, and key accomplishments

FR
Current

AI Workflows, Strategy

Freelance

Mar 2025 - Present (1 year 4 months)

Built and evaluated structured data-extraction and labeling pipelines using LLMs, using prompt engineering and quality-control checks to improve output accuracy at scale. Worked with RAG pipelines and vector databases, curating and validating structured data and documenting workflows for non-technical stakeholders.

Education

Degrees, certifications, and relevant coursework

GO

Google

Google Cybersecurity Certificate, Cybersecurity

2023 - 2023

Completed a Google Cybersecurity Certificate.

CA

Carl-von-Ossietzky-Schule

Abitur, General Education

Completed the Abitur at Carl-von-Ossietzky-Schule.

Alison logoAL

Alison

Generative AI for Business Certificate, Artificial Intelligence (Generative AI)

2026 -

Completed coursework in Generative AI for Business.

IU International University logoIU

IU International University

Bachelor of Science, Psychology

2022 - 2025

B.Sc. Psychology degree with a clinical psychology focus, including research methods, statistics, and standardized testing.

Tech stack

Software and tools used professionally

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