I build local-first AI tools and Linux desktop apps. Most of it runs on your own machine, with no cloud and no API keys.
🏯 Walk through my 3D portfolio · a floating Japanese village in Three.js with day/night, seasons and shrines
- 🧠 A language model: tokenizer, transformer, training loop and KV-cache inference, trained on a single 4GB GPU
- 🛰️ A network bypass layer: per-app WireGuard, encrypted DNS and TLS-record fragmentation, in Rust
- 🤖 A coding agent: runs entirely on local models, nothing leaves the machine
- 🎛️ A Linux control plane: processes, cgroups, systemd, Docker and GPU behind one app
- 🔮 A world model: learns physics with no reward signal and plans by imagining futures
| Project | What it is | Stack |
|---|---|---|
| Zenith · live | Self-hosted AI workspace on your own Ollama models: chat, a coding agent, deep research, long-term memory, image gen and voice. Nothing leaves your machine. | Python · FastAPI · React · Tauri |
| Zenith-AI | A small language model built from scratch: BPE tokenizer, RoPE/GQA transformer, training loop and KV-cache inference, trained end to end on a single 4GB GPU. | Python · PyTorch |
| Detour | Per-app WireGuard tunneling, system-wide encrypted DNS and TLS-record fragmentation to get past SNI-based filtering. | Rust · Tauri |
| Trace | Linux machine observatory and control center: live stats, history, slowness diagnosis, plus control over processes, cgroups, systemd, Docker and GPU. | Rust · Tauri · React |
| Cortex | A private coding agent for VS Code that runs entirely on local Ollama models. | JavaScript |
| DayZero · live | Climate stress-testing engine that works out the month a real neighbourhood runs out of water, then finds the cheapest plan to buy those months back. | Python · FastAPI · React · MapLibre |
| Neural World Model | A world model that learns physics from a bouncing-ball sandbox and plans by imagining branching futures before it acts. | PyTorch |
| When the job is | I reach for |
|---|---|
| Native, fast, close to the OS | Rust · Tauri |
| Models, training, experiments | Python · PyTorch · OpenCV · scikit-learn |
| LLM apps and agents | Ollama · LangChain · RAG · MCP |
| APIs and backends | FastAPI · Node.js · PostgreSQL · MongoDB |
| Interfaces | TypeScript · React · Next.js · Three.js |
| Shipping it | Docker · GitHub Actions · Git |
| Where it all runs | Arch Linux · Hyprland |
Still in training: Solidity · Web3 · Distributed Systems · System Design
- 🧠 Shipping local-first AI agents that run on consumer hardware
- 🦀 Going deeper on Rust for systems and desktop tooling
- 🔭 Experimenting with world models and multi-modal AI
- 🌍 Looking for open source projects to contribute to
"Let's start from here. From zero." — Rem, Re:Zero