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Rtx09x/README.md

Rudra Tiwari

Independent Researcher | 18 y/o | RC hobbyist

I build across developer tooling, machine learning research, and music.

Right now, most of my work sits in three buckets: systems tools for real developer workflows, research on parameter-efficient deep learning in small-data settings, and public notes or papers that document what I am learning as I go.

Current Work

  • Building practical CLI tooling and systems software with a focus on ergonomics and real-world use.
  • Researching small-data, parameter-efficient neural architectures for materials-property prediction.
  • Publishing papers, preprints, and open research notes around AI, compression, and adjacent topics.

Selected Work

Project What it is
Munchkin Cross-platform multi-account manager for Codex, Gemini, and Qwen CLIs with encrypted storage, fast switching, quota tracking, and Codex load balancing.
TRIADS Recursive attention architecture for materials-property prediction in small-data regimes, with code, pretrained weights, benchmark results, and a linked preprint.
YouTube TLDR Chrome extension that redirects YouTube viewing into an AI-generated summary first to reduce distraction and force a deliberate choice.
Meow-Mocks Web-based mock test platform driven by JSON exam definitions, with timed exams, review flow, and results analysis.
CuriosityCache Public notebook for research notes on AI, compression, neuroscience, transformers, and related questions.

Research

Links

Notes

  • I am interested in first-principles thinking, scientific curiosity, and building things that are concrete enough to test.
  • I do not treat research, engineering, and creative work as separate boxes; most of my best work comes from the overlap.

Pinned Loading

  1. openai/parameter-golf openai/parameter-golf Public

    Train the smallest LM you can that fits in 16MB. Best model wins!

    Python 4.8k 3.2k

  2. TRIADS TRIADS Public

    Tiny Recursive Information-Attention with Deep Supervision

    Python 7 1

  3. munchkin munchkin Public

    Cross-platform multi-account manager for Codex, Gemini, and Qwen CLIs with encrypted storage, fast switching, quota tracking, and Codex load balancing.

    TypeScript 1

  4. YouTube-TLDR YouTube-TLDR Public

    A distraction-blocking Chrome extension that intercepts YouTube videos and redirects you to an AI-generated summary instead. Chat with the summary, get the key insights, and decide if the video is …

    JavaScript 1

  5. Meow-Mocks Meow-Mocks Public

    A web-based mock test platform.

    JavaScript 1

  6. supergit supergit Public

    supergit is a lightweight terminal Git assistant that simplifies everyday workflows like init, commit, sync, branch switching, and undo with guided prompts, safer defaults, and plain-English recovery.

    Go 1