who we are
Research & Product
A natural-born nerd. Mathematical modeling, applied physics, AI systems, product design. Background in advertising and psychology, education in therapeutic methods. Now focused on optimization problems in energy and fluid dynamics, and human-AI interaction design.
Passion for science and fascination for the impossible.
RESEARCH · MATH · PHYSICS · AI SYSTEMS · OPTIMIZATION · PRODUCT DESIGN · DATA ANALYSIS · COGNITIVE ARCHITECTURES · UI/UX
Systems & Security Architect
A one-man project team: builds complete systems — from embedded code and networks up to the AI applications and infrastructure that run on top. Three decades of making software work under real constraints.
Systematic and pragmatic: fix the root cause, not the symptoms. Learned the craft in resource-constrained environments — CPU, memory, bandwidth — where optimizing software, algorithms, and processing pipelines wasn't optional. Specialized in application networks and voice communication on distributed networks, for telecommunications and defence.
Builds local AI servers — the right hardware and open-source models for chat, voice, software development, and agentic use. Main developer of PiPar, an AI application with chat, voice calls, and complex tool use.
Old school roots: demo scene, assembler, bare-metal. Tinkerer at heart — Arduinos, escape-room gadgets, the occasional shipped game. Working toward a home AI that can see, move, and speak.
SECURITY · OPTIMIZATION · SOFTWARE · BACKEND · SYSTEM ARCHITECTURES · VOIP · INFRASTRUCTURE · LOCAL AI · EMBEDDED SYSTEMS · ARDUINO
where
Oulu, Finland
