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Selected work
Projects where strategy, interaction quality, and technical execution needed to move together.
AI infrastructure product
One endpoint for image, video, speech, music, 3D, and text generation. Agent-native MCP support and x402 + USDC billing on Base, so autonomous agents can pay per call without a human in the loop.
Founder-led SaaS platform
All your tools — CRM, marketing, and automation — in one place. An all-in-one operating system for small businesses, freelancers, agencies, and online sellers, with AI woven through the workflow rather than bolted on.
Finnish AI media
A Finnish-language AI news and tutorials site published under the line "Tulevaisuus on automaattinen." Daily frontier-AI coverage written by AI under editorial direction.
Flagship AI initiative
Production-focused AI tooling for image creation, editing, and scaling inside Sumo Paint, a widely used creative ecosystem.
Founder platform
A premium personal platform for positioning, selected work, case studies, and editorial writing around AI, product strategy, and execution.
R&D and operator thinking
A series of experiments focused on how AI-assisted creation becomes reliable, inspiring, and commercially useful.