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vladimirrott/README.md

Vladimir Rotariu

Senior AI Engineer · Ex-ING · Full-stack developer

Temporary account. My original is @vladimirrotariu, with contributions to PyTorch, SurrealDB, Opik, and more.

From the mathematics of quantum scattering to AI in production. I work where the math is the hard part: machine learning, quantitative finance, zero-knowledge proofs, and digital twins, with full-stack development around them.

Stars on my repositories

Open source I maintain

SysKnife: an MCP server and CLI that let an AI agent administer Linux through typed, approval-gated actions. The model picks an action, a policy-enforced daemon builds the command, and every change lands in an Ed25519-signed audit log. Written in Rust.

Stars Forks Contributors Release crates.io downloads npm downloads OpenSSF Scorecard Good first issues

mojo-dllm: local inference for diffusion language models such as LLaDA and Dream, written in Mojo.

Stars Release Help wanted

New contributors are welcome on SysKnife and mojo-dllm. The good first issues and help-wanted issues above are scoped so you can finish one without knowing the codebase.

Also mine:

  • claude-math: renders math legibly in the Claude Code and Codex terminals, with Unicode glyphs in place of raw LaTeX.
  • maintainer-agent: the unattended maintainer that reviews pull requests and keeps the issue tracker on SysKnife. It approves a change only against proof that a guard bites.
  • patton-protocol: a hook for Claude Code and Codex that asks before a coding agent changes a file that existed when the session started, tested in pre-registered studies across ten agent harnesses.

Education

  • BSc Mathematics, specialization Pure Mathematics, University of Groningen (2017 - 2021)
  • BSc Physics, specialization Theoretical Physics, University of Groningen (2016 - 2021)

Links

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  1. mojo-dllm mojo-dllm Public

    Local inference for diffusion language models (LLaDA, Dream), written in Mojo

    Mojo 298 4

  2. lacs-project/sysknife lacs-project/sysknife Public

    An AI that administers Linux through typed, approval-gated, Ed25519-audited actions. The model selects the action; the daemon builds the command.

    Rust 134 37

  3. maintainer-agent maintainer-agent Public

    An unattended maintainer for one repository. It reviews, files, prunes, and merges only against proof that a guard bites.

    Shell 13

  4. patton-protocol patton-protocol Public

    Agent Skills package for bounded coding-agent missions, and a Claude Code hook that asks before existing files change. Pre-registered study: the hook cut cleanup harm from 0.196 to 0 over 224 runs;…

    Python 6

  5. claude-math claude-math Public

    Render math legibly in the Claude Code terminal: Unicode glyphs instead of unrenderable LaTeX

    JavaScript 25