Consulting Services & Expertise

From Analytic Strategy to Automated Intelligence

I provide high-level statistical consulting and data solutions. My work bridges the gap between academic rigor (ensuring your methods are peer-review ready) and commercial speed (automating workflows to save time).

Core Capabilities

  • Developing Analytic Plans: Designing robust statistical approaches tailored to complex research questions, ensuring alignment with study goals and data constraints.
  • Advanced Statistical Modeling: Expertise in Hierarchical Linear Modeling (HLM), Longitudinal Analysis, Mixed-Effects Models, and Causal Inference (Propensity Score Matching).
  • Meta-Analysis & Synthesis: World-class expertise in random-effects, multi-level, network, and longitudinal meta-analyses.
  • Data Engineering & Wrangling: Extracting data from diverse sources, generating simulated datasets for power estimation, and cleaning messy raw data for analysis.
  • Automated Data Reports: Developing dynamic reports using R Markdown and Quarto, integrating code, results, and visualizations for easy updates (replacing manual Excel work with reproducible code).
  • Algorithm & App Development: Building R packages and R Shiny Web Applications to democratize complex statistical tools for non-technical users.
  • Psychometrics: Scale development, reliability and validity assessment, Confirmatory (CFA) & Exploratory Factor Analysis (EFA), and Path Analysis.

For Industry & Enterprise

Focus: Scalability, Automation, and Product Validation.

  • Automated Data Intelligence: Building R/Quarto pipelines to replace manual reporting with audit-ready HTML/PDF data reports.
  • Algorithm Design: Creating proprietary scoring engines and predictive algorithms for health apps and EHR systems.
  • Product Efficacy (RWE): Designing N-of-1 and Longitudinal Cohort studies to prove product claims with real-world evidence.
  • Data Visualization: Creating compelling, publication-ready visualizations using ggplot2 to communicate complex insights to stakeholders.

For Academic Researchers & PIs

Focus: Methodological Rigor, Grant Funding, and Publication.

  • Federal Grant Support (NIH/VA/DoD): Lead Statistician for grant applications. I provide robust power analyses, sample size calculations (Simulation-based), and analytic plans that survive peer review.
  • Manuscript Elevation: Using advanced stats (e.g., (G)LMMs, Network Meta-Analysis, Poisson/Negative Binomial Regression) to target higher-impact journals.
  • “Rescue” Analysis: Addressing complex reviewer critiques, fixing data issues, or re-analyzing rejected manuscripts to get them published.
  • Dissertation & Project Consulting: Helping researchers design robust studies from day one, avoiding common methodological pitfalls.

Ready to upgrade your analysis?

Contact me to discuss your project or view my Portfolio to see these methods in action.