AI & ML interests

harmonization, standardization, curation, ontology alignment, data generation, large language models

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Making an impact on life sciences experimentation

Netrias is an AI-first life sciences company that accelerates scientific discovery through automated data harmonization and predictive modeling. Our research integrates machine learning, expert-curated workflows, and scalable tooling to streamline metadata curation, biological inference, and decision support.

As a team of data scientists, microbiologists, and software engineers, we specialize in transforming raw experimental data into AI-ready formats to support robust modeling across academia, government, and industry. Our work spans NLP-based standardization, ontology curation, and domain-specific modeling for high-impact biomedical datasets.