I’m an Information Technology student at Aalto University, building practical software with AI and data. My work spans machine learning, network security research and interactive websites. I’m especially interested in AI-assisted workflows and process automation. I graduate in December 2026, completing a three-year degree in 2½ years.
A machine learning course project, revisited with reproducible preprocessing, baseline comparisons, cross-validation and a documented evaluation workflow.
Revision in progress. Updated results await the original dataset.
See the project ↗My bachelor’s thesis reviews how machine learning can classify Internet traffic for cybersecurity, and why accuracy alone is not enough for a reliable system.
A place for independent redesigns, small ideas and interfaces that feel good to use. This first study plays with the four colours running through this site.
Circles · an interactive study in colour and form
Original website concepts and recorded demos will be added as they’re built.
Computer Science and Mathematics.
Substitute teaching in Helsinki schools alongside my studies.
Daily care and activities for children aged 3–5 in Helsinki daycare settings. Supporting play, meals, outdoor time and rest routines, and working with the team to keep the day safe and calm.
iPhone diagnostics, repairs and refurbishment; preparing orders for dispatch.
Aalto University, School of Electrical Engineering.
Expected graduation: December 2026. Three-year degree in 2½ years.
Things I’ve used on a job or in a project, not everything I’ve heard of.
ML & datapandas, NumPy, scikit-learn and Jupyter.
Currently exploringAI agents, process automation and ways to make technical tools easier to use.
