I begin by understanding the business objectives and identifying key metrics. Using tools like Python, R, or SQL, I clean and preprocess data to ensure accuracy. I then apply statistical and machine learning techniques to uncover trends and patterns. Visualizations using Tableau or Power BI help communicate findings effectively. Collaboration with stakeholders ensures insights align with organizational goals, enabling data-driven decision-making to improve healthcare outcomes and cost efficiency.

In a previous role, I analyzed patient readmission rates and identified key drivers, such as post-discharge care gaps. By presenting these findings to leadership, we implemented targeted interventions, including follow-up calls and care coordination. This reduced readmissions by 15% within six months, saving costs and improving patient outcomes. My ability to translate data into actionable strategies was critical in driving this success.

I adhere to strict data governance protocols, including anonymization and encryption of sensitive information. I stay updated on HIPAA and other regulations, ensuring compliance in all processes. Access controls and audit trails are implemented to monitor data usage. Regular training and collaboration with legal and compliance teams further safeguard data integrity and patient privacy.

I leverage tools like SQL for database management, Python and R for statistical analysis, and machine learning libraries like TensorFlow for predictive modeling. Visualization tools such as Tableau and Power BI help present insights effectively. Cloud platforms like AWS or Azure enable scalable data storage and processing. These technologies ensure efficient handling of complex datasets and support data-driven decision-making.

I focus on simplifying technical jargon and using visual aids like charts and dashboards to convey insights. I tailor my communication to the audience’s expertise, emphasizing the impact of findings on healthcare outcomes and costs. Storytelling techniques help contextualize data, making it relatable and actionable. Regular feedback ensures alignment with stakeholder needs and fosters collaboration.