A real-time generative music installation, where the presence of the visitors directly shape an evolving AI-driven soundscape.

A cough detecting visor using TinyML machine learning model for real-time cough detection

Matka Divan - A handcrafted scale model inspired by Harri Koskinen's Muotka vase.

A haptic mat for XR enviroments

A product concept for a existing brand

Drawing inspiration from Rovaniemi; Alvar Aalto’s architecture and Ounasvaara fjell

A Feedback Collection device

A course excercise with in parametric modeling on Solidworks

Prototype splitboard design in collaboration with finnish company PUSU