Livia Amaral
Data Manager @UPMC
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WORK HISTORY
Data Manager @UPMC
Pittsburgh, PA, US
Develop and maintain automated pipelines for ingesting, transforming, and validating multimodal datasets (clinical + neuroimaging)- Implement data quality frameworks ensuring compliance with clinical data standards and reproducibility across research studies- Engineer and optimize MRI and PET image-processing workflows to ensure harmonization across cross-sectional, longitudinal, and multi-cohort studies- Develop structured metadata and data dictionaries to enhance data transparency, discoverability, and governance- Collaborate with researchers and stakeholders to make data accessible, secure, and analysis-ready.
EDUCATION
Universidade Federal de Pelotas
Master of Science - MS, Computer Science
Universidade Federal de Pelotas
Bacharelado, Ciência da Computação
ABOUT LIVIA AMARAL
I’m a data professional with experience in data engineering, analytics, and data management. I focus on making data accurate, accessible, and actionable to support informed decision-making. With a background in data analysis and decision science, I enjoy connecting technical solutions with real-world impact.Core expertise• Automated ETL pipelines and workflow orchestration• Data modeling, validation, and governance processes• Multimodal data integration• Data analysis, statistical modeling, and visualization• Python, SQL, and workflow automation
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