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.