Unlock data insights while preserving privacy.
Implement robust anonymization strategies and privacy-enhancing technologies to stay compliant, enhance trust and unlock the full potential of healthcare data.
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Stay GDPR Compliant.
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Enhance Trust.
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Maximise Data Utility.
Hi, I’m Nuria.
As a freelance data scientist, I specialize in the anonymization of healthcare data. With a PhD in Neuroscience and more than 6 years of hands-on experience, I’m dedicated to helping healthcare and life science companies develop robust anonymization, privacy, and ethical AI strategies.
Trusted Professional
Experience and Expertise
With a thorough understanding of data science and privacy, I have successfully supported numerous projects in healthcare data anonymization and privacy strategy development.
My technical skills are:
🐍 clean, tested and documented coding in Python
📊 data science
💡 machine learning
🔎 statistical analysis and modelling
🔒 privacy-enhancing technologies
👤 anonymization techniques
6
years of experience in healthcare and data science
* PhD in Neuroscience
* several years of professional experience in the field of health care
* Full-Stack Data Science experience supporting a leading pharmaceutical company
20+
datasets successfully anonymized
* longitudinal data
* genetic data
* relational databases
* electronic health records
12
Scientific publications and patent submissions
* Publications in high impact journals with more than 300 citations
* Ideas have contributed to patent submissions
* Experienced speaker at international conferences and events
Services
01
Data Science
Unlock the full potential of your data with comprehensive solutions from data management and engineering to analytics using statistics, machine learning and AI.
02
Anonymization
Ensure compliance with privacy regulations by building robust anonymization strategies and a framework for re-identification risk assessments.
03
Privacy-enhancing technologies
Implement state of the art technologies such as synthetic data generation to maximise data utility even with complex datasets.
04
Ethical AI
Build a robust and ethical AI policy that scales with the pace of technological advancements and latest regulations such as the AI Act.
05
Privacy by Design
Proactively build privacy into your data governance and processing pipelines to ensure oversight of the data flow.
06
Re-identification risk assessment
Test whether your data has been successfully anonymized by assessing the risk of re-identification.
Featured Projects
Academic publication
Re-Identification risk of genetic data
Datasets containing genetic information can be difficult to anonymize due to the unique and highly sensitive properties of DNA. But not all attributes in genetic datasets are equally identifying. In this project, I supported the development of a set of guiding principles when assessing the re-identification risk of genetic data.