Work
From current workplace (unless specified otherwise): IT department at University of Oslo
Courses held
Introduction to Machine learning in R: Classification
Introduction to Machine learning in Python: Classification
Getting started with statistics and programming using GPT UiO
Selected work projects
RASK: Automated HTML reports with R and Quart,o about use of antibiotics nationwide in Norway
Digikost: Automated HTML reports using RMarkdown. Data ingested from UiO Nettskjema in TSD
MinMat: Wrote R code that parses UiO Nettskjema data in TSD. Data ingested via a mobile app through UiO nettskjema. Later rewrote code to python.
iTandem: Wrote R code that parses UiO Nettskjema data in TSD. Data ingested via a mobile app through UiO nettskjema. Later rewrote code to python.
NORTRAS: Wrote an R Shiny app that vizualises data (graphs and tables) for the NORTRAS study
MinDag: Wrote an R Shiny app that creates HTML reports based on data delivered from an app (connected to UiO Nettskjema)
Talks and presentations
Crash course (Norwegian) in how to use tidymodels for building machine learning models.
From IT conference at UiO 2021
Presented NORTRAS shiny app (Norwegian) with dummy data (see projects section), at data@UiO 2022
Talk at UiO Data Manager Network october 2022 about how R is used in production in TSD.
Mentions some of the projects in Selected work projects
Talk discussing an outsider (UiO IT) perspective of the ConcePTION project.
Live coding in R (short notice backup), showcasing Educloud On Demand (run software on HPC interactively) at data@UiO 2024
Scientific articles
From my days as a PhD researcher or in my spare time
PhD
PhD thesis:
Elucidating depression heterogeneity using clinical, neuroimaging and genetic data