Pharma & Biotechinformation extraction, record linkage, ontology mapping, and statistical target constructionwell-specified data engineering and labeling workflow demonstrated at scale for benchmark construction; operationally useful for research dataset creation and harmonization workflows.

Automated clinical trial arm-to-ADE linkage and clinically significant label generation

Take messy clinical trial records, figure out which treatment group each side-effect report belongs to, convert drug and event names into standard terms, and turn raw counts into reliable yes/no labels for machine learning.

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