AI music discovery ecosystem. API-first platform with Spotify integration — discover, curate, and push playlists. Discord bot, web app, and API under one roof.

Every event in Finland. Aggregates across hundreds of sources with PostgreSQL-backed ingestion and real-time updates.

AI caching as a service. Intelligent LLM response caching with semantic matching.

Phone board running Linux with 5G and eSIM. Daily driver as personal router and portable compute. Edge AI, DIY firmware, the works.

Context-aware Finnish umlaut fixer. Linux daemon using bigram corpus data to restore ä/ö from a/o in real-time.

Parametric CAD with Python. Designing and manufacturing physical products from code.

Encrypted command storage for the terminal. Store and recall commands you keep losing to shell history. SQLite-backed, encrypted at rest.