R & Shiny

Shiny application engineering, package-first development, deployment, and R package management.

Running ShinyProxy Well: Docker, Operations, and Packaged Shiny Apps

What actually matters when deploying packaged Shiny apps behind ShinyProxy: Docker images, persistence, observability, and the boring operational details that decide whether…

March 14, 2026

Case Study: A Capacity Planning Platform for Global Manufacturing

3 min

Anonymized walkthrough of an R Shiny platform I built end-to-end to predict and simulate manufacturing plant resource capacity across global sites — architecture…

December 15, 2025

The Reproducibility Quest: Modern Tools for R and Python Data Science

20 min

A comprehensive guide to achieving reproducible data science workflows — environment setup, package management, containerization, and what reproducibility actually means in…

June 10, 2025

rv: The Modern R Package Manager for Reproducible Workflows

8 min

Discover rv, the new declarative R package manager written in Rust. Learn how it compares to renv, draws inspiration from Python’s uv, and pairs with rig for a modern R…

January 20, 2025

Getting Started with Quarto for Data Science Reports

4 min

A beginner’s guide to creating beautiful, reproducible reports using Quarto in your data science workflow.

July 10, 2024

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