Data Science

Unlock the power of your data with my expert data science consulting services. I can deliver innovative, data-driven solutions to accelerate your research, optimize decision-making, and ensure compliance with industry standards. Partner with me for customized expertise in:

  • Predictive Modeling: Use advanced statistical and machine-learning techniques to build robust predictive models that forecast outcomes, identify trends, and generate strategic insights. See my recent work in Shock and NEJM AI on the APPRAISE Algorithm.

  • Data Visualization: Create intuitive, interactive visualizations that clearly and effectively communicate complex data insights to stakeholders. See demos on R Shiny.

  • Real-World Data (RWD) Analysis: Leverage real-world data to generate evidence, support regulatory submissions, and inform clinical and commercial strategies. Familiar with TQIP and OMOP data - I can transform and standardize data to meet OMOP Common Data Model requirements for interoperability and federated research.

  • Machine Learning Applications: Develop and deploy machine learning solutions tailored to your research needs, from patient stratification to outcome prediction.

  • Data Governance: Implement robust frameworks to ensure data integrity, security, and regulatory compliance. My recent efforts to modernize the DoD Trauma Registry are available here.

  • R & RShiny Applications: Design dynamic, user-friendly RShiny applications to facilitate data exploration, visualization, and reporting.

  • RMarkdown: Produce high-quality, reproducible reports and documentation using RMarkdown for seamless integration of code, visuals, and narrative. Check out the R Markdown site at RStudio/Posit.

  • Reproducible Research: Adhere to best practices in data science to ensure transparency and reliability in your research by using reproducible workflows. Check out this summary about Reproducible Research.

  • Cloud Computing: Utilize scalable cloud platforms (e.g., using R on AWS or Google Cloud) to process large datasets efficiently and support advanced analytics.

I’m a skilled data scientist and R programmer committed to delivering cutting-edge solutions that empower your research and business objectives. Contact me today to explore how I can transform your data into actionable insights.