Speak to Speak
A speech translator I built for a shipyard. The phone translates a two-person conversation aloud and as text in both directions, in over 70 languages.
All projects.
Applications, tools and experiments.
From mechanical engineering to the possibilities of AI.
Can crusher, part 3: production model in Inventor
The can crusher in Autodesk Inventor without modelling by hand. Claude used scripts to build a 97-part assembly and 16 manufacturing drawings on Kuusi Design templates.
Can crusher, part 2: ready for manufacturing in FreeCAD
Claude turned the concept into a FreeCAD model with Python. The result is 15 laser-cut parts as DXF files and the whole structure as a STEP model. Claude checked strength and collisions itself.
Can crusher driven by a standing-desk leg
A friend needed a can crusher for his man cave, and the power source was an old standing-desk leg. I talked it through with Claude: the AI looked up the missing data, invented the mechanism, calculated the lever ratios and built an interactive figure where the forces are calculated as it moves.
My virtual company
I paid for one month of AI access and gave a virtual team led by Winston a €23 target. Its first commercial product, AI-arki training, is published. The experiment continues.
From sketch to workshop part
I sketched a shim plate on paper and emailed it to Winston, an AI agent. My virtual company returned a STEP model and a DXF cutting profile. I checked the model in Inventor, and the part was laser-cut.
Digital avatar
I created a digital avatar of myself with HeyGen to introduce AI-arki training inside a phone frame. Finnish speech quality is already remarkably good and continues to improve.
AI-arki — AI literacy training
A 25-minute online course for small and medium-sized businesses combines workplace choices, immediate feedback and a final quiz. Certificates and a completion report document the training.
Sturmi — World War II learning game
A browser game for the Finnish eighth-grade history curriculum takes the player through nine checkpoints from Poland to Berlin. Briefings, concepts, missions, newspapers and questions form one learning path.
Kuusi News
An AI-powered publication turns podcasts and YouTube videos into Finnish technology news through a custom publishing application.
Grandfather’s book
My grandfather’s typewritten memoirs were scanned, edited and converted into a listenable audiobook with AI.
Technical documentation assistant
Turn operating, maintenance and electrical documentation into searchable knowledge in the user’s own language.
AI application monitoring
Automated monitoring tests deployed AI applications through the same path as a real user and alerts immediately when something no longer works as expected.
Multilingual project management
A platform developed for my own project-management work brings installation-team notes, photos, instructions and status together by equipment, including multilingual sites.
Storm AI Assistant
An AI information-security and product assistant embedded in the ContractStorm website.
ContractStorm Intelligence
AI-assisted contract risk analysis from the buyer’s or supplier’s perspective, developed into a commercial production application with Diamond Consulting.
OptimoAI — AI visibility pilot
An early-2026 pilot combining AEO/GEO content, website analysis and AI-avatar videos in four languages.
The project library grows with every new build.