I'm a geographer 🌐 turned information manager 📈 turned epidemiologist 🦠 turned data scientist in #agrotech 🧑🌾🌱🚜.
I'm currently working as a senior data scientist at @syngenta where I focus on computational reproducibility of research, mainly using #Rstats. Majority of my development moved to closed source projects on GitLab.
This space works mostly as an archive of my previous academic work at the University of Bern 🇨🇭 and The University of Queensland 🇦🇺 and will be (infrequently 😴) updated with contributions to few projects.
- looking at association of voting patterns and excess mortality in Switzerland here
- update & re-validation of second release of the Swiss-SEP index here
- leading implementation of version control and open data within @IeDEA-SA here
- investigating influence of socioeconomic position on the COVID-19 testing, hospitalisation and mortality here
- tracking century of excess mortality in Switzerland 🇨🇭, Sweden 🇸🇪 & Spain 🇪🇸 here
- working as reproduction analyst for @CenterForOpenScience SCORE project with three analyses
- searching for Techniques for Estimating MObile Populations in 🇦🇺 using:
- analysing uptake of dolutegravir among people living in HIV in Southern Africa
- developing a prognostic model for patients who switched to dolutegravir
- development of fourth release of the Swiss-SEP index here
- helping to strengthen open science movement within @SwissRN
- analysing dog permits in Brisbane 🇦🇺 to derive indicators of socioeconomic position here
- analysing publically available Swisscom 🇨🇭 Mobility Insights here
- machine learning in R
- ✔️ with book Machine Learning with R
- ✔️ with book Introduction to Statistical Learning
- design and analysis of experiments in R
- 🚧 with book Statistics for Experimenters
- 🚧 with book Design and Analysis of Experiments with R
Some other bits and pieces may occasionally also pop up on Mastodon.