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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
  • Siedner et al. (2020)
  • Fielding-Miller et al. (2020)
  • Kim & Radoias (2016)
• searching for Techniques for Estimating MObile Populations in 🇦🇺 using:
  • Wi-Fi, Google Places and trasportation data on campus
  • scrapped road traffic data in the city
  • Airbnb usage in the country

• 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.