Projects

Research that had to survive being deployed, and products that had to survive being studied.

Five

Climate reports with charts and a world map spread on a desk beside a laptop, a birch tree outside the window

NeuroClima

Over 10,000 climate and policy documents made answerable in four languages, at whichever reading level the person asking needs.

Context: EU Horizon programme
Role: Built the AI platform

View project

An open notebook of hand-drawn flow diagrams, some routes crossed out, with a pencil and a red sticky note

ARGENTIC

My PhD. Every AI workload has to run somewhere, and something has to decide where. This is about making that decision learn.

Context: Doctoral research, University of Oulu
Focus: Reinforcement learning for workload placement

View project

A small team around a table watching a colleague point at sticky notes on a whiteboard

AIKAA

Find out which parts of the week a small Finnish company keeps repeating, and build something that takes those parts off them.

Context: EU project, Finnish companies
Role: Responsible for development

View project

A person speaking into a phone in a bright cafe, a red cup on the table behind

Voice to Value

You talk about an experience. The model turns it into something you would actually post. My master's thesis, and a paper at ACM MUM 2024.

Context: University of Oulu
Role: Built the app, ran the field study

View project

A Pepper robot standing by the windows of a university corridor as students walk past

Human robot interaction

A Pepper robot in the corridors of the University of Oulu, and a study of what people would need before they trusted one on campus. A summer internship.

Context: University of Oulu, summer internship
Focus: 59 participants, 17 interviews

View project

Also Publications