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Expertise Domains

Magdalena works at the intersection of data science, healthcare analytics, and emerging technologies to support insight generation and decision-making.

  • Business Intelligence & Analytics
    Applying BI methods to analyze clinical, operational, and financial healthcare data.
  • Data Science & Machine Learning
    Leveraging machine learning techniques to identify patterns and support predictive insights.
  • Data Modeling & Visualization
    Developing data models and visualizations that improve understanding and decision-making.
  • Healthcare Data Insights
    Analyzing large and complex datasets to support efficiency and performance improvement.
  • Digital Health & Automation
    Supporting integration of analytics and automation within digital health workflows.
  • LLM & Emerging Technologies
    Contributing to the integration of large language models and advanced tools into business and analytical processes.
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