Master modern Shiny engineering with Veerle Eeftink - van Leemput. From modular architectures and testing to performance tuning, authentication, packaging, and deployment — ship Shiny apps that scale across healthcare, finance, media, retail, government, and sports analytics.

Every student gets access to enterprise cloud virtual machines, directly through the AthlyticZ Academy LMS.
Endless spreadsheets, static charts, and manual workflows. Replace them with interactive applications that bring your data to life.
Tired of building tools that collect dust? Create solutions that captivate stakeholders and actually get adopted across your organization.
You have great analysis but cannot deliver it effectively. Design and deploy production-ready Shiny apps that showcase your work to teams and executives.
Manual processes slow down decision-making. Master CI/CD pipelines, Docker, and deployment practices so your apps scale seamlessly.
Stand out with a portfolio of production Shiny apps that demonstrate your ability to ship real solutions in any industry where data drives impact.
A Shiny enthusiast and software engineer since 2016, Veerle has dedicated her career to bridging data science and production engineering. After years as a Data Scientist across multiple industries, she founded Hypebright in 2019 to help professionals leverage the full potential of Shiny — building applications that convey a message and deliver measurable impact.
Her philosophy is simple: the best way to learn is by building something real. Not "Hello, World!" apps, but production-grade tools that tell a story, solve problems, and matter in professional settings.
Each skill feeds into a portfolio-ready Olympic Games capstone you can deploy and showcase across industries.
Learn the structure of production-ready Shiny apps: UI, server logic, and reactivity principles — building dashboards employers actually want to see.

Apply caching, async programming, and scaling techniques so your apps stay fast under enterprise-level loads.

Create UX that sticks — intuitive navigation, polished interfaces, and components executives enjoy using.

Adopt industry best practices: secrets management, secure DB connections, version control, and code review pipelines.

Ship Shiny apps to the cloud with CI/CD, Docker, and Posit Connect — and scale confidently for thousands of users.

21 sections. 81+ lessons. 25+ quizzes. Click any section to see every lesson. Follow the wire.
Understand what "production" means, master app structure, reactivity, events, debugging, and working with real Olympic Games data.
Data scientists who can ship interactive applications — not just notebooks — are the ones who get hired and promoted. This phase gives you the architectural foundation that separates tool-builders from report-makers.
Level up your UI with bslib and bs4Dash, master advanced reactivity, build reusable Shiny modules, and craft seamless user experiences with HTML, CSS, and JavaScript.
Teams at pharma companies, financial institutions, and government agencies need Shiny developers who write maintainable, testable, modular code — not one-off scripts. This phase is where you become that person.
Structure production apps with Golem and Rhino frameworks, optimize performance with caching and async, implement security and secrets management, and write bulletproof tests.
If you are building Shiny apps for any organization larger than a startup, you need a framework. Golem and Rhino are the two production standards — and this is the only course that teaches both head-to-head.
Deploy to shinyapps.io, Posit Connect, ShinyProxy, Heroku, and Shinylive. Set up CI/CD pipelines. Understand scalability metrics and load balancing. Finish with a complete course recap and your path to Outstanding InterfaceZ.
By the end of this course, you will have deployed the Olympic Games App to the cloud with CI/CD, tested it, secured it, and scaled it. That is not a certificate — it is a portfolio piece that proves you can ship production Shiny applications.

“If you have a question about Shiny, Veerle is the person to turn to. She is very knowledgeable and she explains things in a simple, clear and engaging way. I really liked working with her!”
“Veerle’s workshop on R Shiny development was exceptional. Her meticulous preparation, tailored content, and hands-on approach make it effective and stand out from other offerings. I wholeheartedly recommend her coaching.”
Members pay $999 • Explore Membership
Combine ProductioniZing Shiny Apps + CustomiZing WidgetZ + Mobile StructureZ into one bundle and save. Master production architecture, custom widget development, AND mobile app deployment.
Plus unlimited cloud VM access, 10+ live sessions per month, the full replay library, and 20% off every course in the catalog.
21 sections. 81+ lessons. 25+ quizzes. 100+ R scripts. Cloud virtual machines included. One portfolio-ready capstone.