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@sinhaankur
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๐ŸŒด
On vacation

Ankur Sinha sinhaankur

๐ŸŒด
On vacation
Principal UX Designer at Oracle | Bridging the gap between design systems and full-stack implementation. Focused on AI orchestration & developer experience (DX)

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sinhaankur /README.md

Hi, I'm Ankur ๐Ÿ‘‹

Currently building Unhosted โ€” AI that lives where you do.

Engineer-turned-designer based in Toronto. 12+ years across enterprise SaaS and cloud database tooling; currently Principal UX at Oracle on OCI Database Tools. On evenings and weekends I'm building Unhosted.

๐Ÿš€ Unhosted โ€” AI that lives where you do

Frontier-class AI inference on hardware you own. Unhosted pools the computers you already have โ€” and optionally your friends', and optionally a public swarm of strangers' GPUs โ€” into a single inference cluster. One endpoint. Mac, Linux, Windows. CUDA, Metal, ROCm.

Three trust modes. You decide the radius:

 โ•ญโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ
 โ”‚ public ยท pay (USDC) โ”‚ strangers' GPUs, opt-in
 โ”‚ โ•ญโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚
 โ”‚ โ”‚ trusted ยท free โ”‚ โ”‚ friends, family, team
 โ”‚ โ”‚ โ•ญโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚
 โ”‚ โ”‚ โ”‚ local ยท free โ”‚ โ”‚ โ”‚ devices you own
 โ”‚ โ”‚ โ•ฐโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ”‚
 โ”‚ โ•ฐโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚
 โ•ฐโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ

The first two are free forever. The third is the safety net. You can use Unhosted for the rest of your life and never spend a dollar.

Status: pre-alpha, built in public. CLI at v0.0.34.

Repo What it is Lang
unhosted-core The daemon โ€” LAN cluster, mDNS discovery, model management, single-endpoint API. Rust
unhosted-payments Settlement layer for public mode โ€” policy-driven, multi-rail, country-aware. Rust
unhosted-plugins Extensions that talk to the daemon. First: MCP server. TS
homebrew-unhosted Homebrew tap. Today: RPC-enabled llama.cpp for VRAM-pooling. Ruby

๐Ÿงญ Earlier open-source research

Before Unhosted, a connected trilogy of agentic-UX code prototypes exploring how humans stay in the loop with AI agents:

  • Helm โ€” Real-time oversight of LLM agents ยท approval gate, reversibility chip, diff view. live demo
  • Sentinel โ€” Embeddable inline AI oversight ยท ships as React lib, Chrome extension, VS Code participant, Docker. live demo
  • Recourse โ€” Consumer AI as advocate against institutional loops ยท document-first, statute-anchored. live demo
  • Probabilistic-UI โ€” The shared design vocabulary that runs across all three.

๐Ÿ›  Other things I've made

  • GovLens โ€” Chrome extension overlaying a universal reader on any government portal across 25+ national TLDs
  • WatchTower โ€” Self-hosted deployment platform; ships across macOS / Windows / Linux / VS Code / PyPI
  • EMPATHEIA โ€” Multi-modal AI companion with offline-first hybrid fallback

๐Ÿ’ผ Day job

Principal UX Designer at Oracle, OCI Database Tools (DBaaS team) โ€” designing AI-assisted database operations and human-in-the-loop interaction patterns for autonomous agents. Feature specifics under NDA โ€” the open-source work above is my best public demonstration of how I think about design.

๐ŸŒ Find me

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