Writing & research

PhD in New Media Design from Aalto University, completed in 2025. The thesis examined how interaction design can respond to dynamic, real-world contexts. Recent work has included AI ethics in education and algorithmic transparency in recommender systems.

• 2025

  PhD in New Media Design — contextually responsive interaction design

  Aalto University Media Lab · Read the thesis →

• 2024

  AI and Socio-Technological Impact

  Interview · Talouselämä (Business Now)

• 2022

  Trust in Finnish ed-tech: AI ethics in recommender systems

  Research lead · Helsinki University · Cicero Learning

• 2018

  Excellence in Research in Vocational Education and Training

  European Commission Award · LeGroup, Aalto University