Publication in ICSA conference

We presented last week a paper about the industrial experience of micro frontends at the international conference on software architecture (ICSA). The conference is one of the most high-quality conferences in software engineering and rated as Jufo2 in the Finnish ranking system, i.e., the highest level for conferences.

See the linkedin post (Finnish) and the research portal for the paper and presentation.







New demo video: Model card validation

We recently published a new demo video demonstrating the key features of the model card validation action developed at the University of Helsinki.

The ultimate goal is to ensure that every model promoted from the experimentation phase to production is accompanied by an up-to-date model card. This tool helps by adding an automated testing step (the validation action) to an MLOps pipeline, where the existence, structural integrity, and syntactical validity of the model card are confirmed.

Key features demonstrated:

  • Validation of the model card
  • Creating custom rules
  • Creating custom functions for the rules
  • Using the MLflow integration

Source code:…

More information on usage: