Environmental systems scientist working at the intersection of land, ecology, and code.
Tools for people working carefully within living systems — growers, restorationists, anyone who needs software that thinks at the pace of land.
Projects
Draw a bounding box over any Central European site, get a photorealistic Godot 4 scene from live LiDAR and satellite data in under a minute. Sculpt terrain, paint habitat communities, watch a 50-year ecological succession unfold.
A real-time collaborative outliner for small teams. One infinitely nested tree, tags that cut across hierarchy, WebSocket sync. No folders, no documents — just nodes.
A collective ideation platform where AI finds unexpected connections between thoughts. Embeddings evolve as discussions progress — the more a cluster is discussed, the more precise its semantic position becomes.
Self-hosted news synthesis. Scrapes RSS feeds, deduplicates with pgvector similarity, clusters stories with BERTopic, and generates grounded articles with inline citations using local Ollama models. No API keys required.
A mobile-first planning tool for commercial market gardeners. Backward-plan from harvest targets, model capacity in bed-weeks, sketch your garden on an interactive canvas map. Intentionally a single HTML file — field-notebook aesthetic.
A minimalist Android launcher and task manager. Tasks live across five time horizons — Today through This Life — and sync via Syncthing for seamless cross-device access.
Ask your terminal a question in plain language, get the exact command back. Runs entirely on local Ollama models — no telemetry, no API keys. Works on Arch, Ubuntu, and Fedora with Wayland and X11 support.
About
Austrian by origin, trained in environmental systems science — my grounding is in spatial analysis, QGIS, and understanding how landscapes work. Over time that grew into Python, full-stack development, and building the kind of tools the field doesn't yet have. I run Arch Linux and carry that philosophy forward: composable parts, minimal dependencies, things you actually own and understand.
I've always thought in systems. What changed is that I can now build them. I design the architecture; AI handles much of the execution. The purpose of the work stays mine.
Most of what I make is given away. If something here has been useful to you, a coffee keeps me at it.
Currently on the island of Lygra, Norway [on.lygra.no].
Contact