Software

Below is an overview of the software, tools, and projects I have (co-)developed.

R packages

yll: Computes the standard expected years of life lost (YLL) following the Global Burden of Disease framework, by comparing age at death to a reference life expectancy curve.
kindling: Provides a higher-level interface to the torch package for defining, training, and fine-tuning neural networks, reducing boilerplate code while supporting integration with the tidymodels ecosystem (in collaboration with Joshua Marie).
AssociationExplorer2: A Shiny application for interactively exploring statistical associations and visual patterns in multivariate datasets, with support for numeric and categorical variables, correlation networks, and optional survey weights.
statim: Provides a high-level, declarative interface for statistical inference in R, allowing users to specify tests through composable pipelines and execute them immediately, with support for tidyverse-style syntax and extensible test implementations (in collaboration with Joshua Marie).

Statistics-101: An interactive app to compute and visualize probabilities for 18 common discrete and continuous probability distributions, serving as a digital alternative to printed statistical tables.
Statistics-201: A guided app for performing hypothesis tests and confidence intervals for seven one- and two-sample procedures, showing all intermediate calculations step by step.
Statistics-202: An app for performing simple linear regression with step-by-step OLS calculations, full R output, diagnostic plots, and a downloadable HTML report.
AssociationExplorer: An open-source Shiny application for exploring statistical associations in multivariate datasets through interactive correlation networks and bivariate plots.
Mortgage calculator: An interactive app to compute monthly loan payments, total borrowing costs, and a full month-by-month amortization schedule based on loan amount, interest rate, and loan duration.

Personal website: My personal website presenting my research, teaching, and software projects.
Stats and R: A blog explaining statistical concepts and their applications in R, with the goal of making statistics accessible to a broad audience.
easystat.be: A French-language tutoring and consulting service offering private lessons in statistics, probability, and R programming to students and researchers.
Centre médical de Piétrebais: Website of a multidisciplinary medical centre in Piétrebais, Belgium, presenting its practitioners and offering an integrated online appointment booking system.

Advanced Descriptive Analysis of Tabular Data: An online book covering advanced methods for the descriptive analysis of tabular data.
Coronavirus dashboard: An R Shiny dashboard built to monitor and visualize the evolution of COVID-19 in Belgium using publicly available epidemiological data.

See my GitHub profile for more projects.