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BRENDA Zambrano

@brendazambrano

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Medical professional specializing in clinical AI, data annotation, and NLP.

United States

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What I'm looking for

I seek remote roles leveraging clinical expertise in healthcare AI—focused on annotation, clinical NLP, data QA, and collaborative research in regulated environments.

I am a medical professional with a foundation in clinical medicine and diagnostic reasoning, focused on applying my domain expertise to healthcare AI and data-centric projects.

I have experience conducting literature reviews, cleaning medical datasets, co-authoring research summaries, and collaborating asynchronously with international teams.

I designed labeling schemas and rule-based labeling functions for clinical text classification, performed accuracy checks on structured data, and explored clinical NLP preprocessing and weak supervision strategies.

I thrive in remote, asynchronous environments, prioritize data privacy and HIPAA awareness, and am committed to continuous learning and delivering consistent, high-quality results on time-sensitive projects.

Experience

Work history, roles, and key accomplishments

Current

Remote Research Assistant

Current

Handshake.AI

Conducted literature reviews on AI in healthcare, assisted with medical dataset review and cleaning, and co-authored research summaries while collaborating asynchronously with international teams.

Data Annotation literature review Data Cleaning Weak Supervision Python SQL

Healthcare AI Annotator

Independent Project

Developed labeling schema and rule-based labeling functions for clinical text classification, evaluated model outputs for clinical plausibility, and performed accuracy checks to ensure high-quality annotated datasets.

Rule Based Labeling Data Validation Remote Collaboration Quality Assurance

Education

Degrees, certifications, and relevant coursework

University of Maryland Global Campus

Bachelor of Medicine and Biology, Medicine and Biology

Bachelor of Medicine and Biology with coursework and competencies in analytical thinking, data interpretation, and technical reasoning relevant to healthcare and AI applications.