projects
authbound
co-foundera b2b platform that brings the eu digital identity wallet into other services, so businesses can do kyc, age checks, and secure sign-up through it. built the sdk's and api integrations. we shipped our own wallet app on google play, built on the eu open-source reference.
phd research
tampere university hospitaltraining ai on humerus x-rays to predict whether a fracture heals on its own, without surgery.
extmed
CQRmachine learning that reads unstructured clinical notes and maps them into a structured clinical quality registry. turns free-text records into clean and queryable data so clinicians spend less time on paperwork.
also
hello. an llm that blocks phone scams in real time, built for elderly. won 2nd place at junction 2025.
puskaradio. an all-in-one community app for a neighbourhood, somewhere between reddit, facebook, and tori.fi.
esthic. a small embroidered clothing brand.
earlier
mediuno. an all-in-one system for small shops: marketing, online store, and point of sale.
acuwears. a small e-commerce store i ran for a while.
handyprinters. another small e-commerce store i ran for a while.
pesupojat ny. a car wash and tyre-change company i ran with two friends back in school.
hackathons
hosted: i've led two tr3s hackathons at tampere university, and hosted the tr3s lovable hackathon with 120+ participants.
wins:
junction 2025 (2nd place). brain hack, computer vision hackathon aaltoes (mention). tr3s hackathon. tr3s golden ticket.
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