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AarambhDevHub

AarambhDevHub – Building innovative solutions with Rust, Next.js, Blockchain, and WebSockets.
README.md

Aarambh Dev Hub

Start Building. Keep Building.

Open-source Rust systems, AI infrastructure, developer tools, and engineering education.

Projects · Founder Portfolio · YouTube · Discord · Sponsor

About

AarambhDevHub is an open-source engineering initiative founded by Darshan Vichhi.

We build practical projects around:

  • Rust and systems programming
  • AI infrastructure and local-first AI
  • backend systems and developer tools
  • open-source technical education

Selected Projects

  • Aarambh AI — Rust-native language-model architecture, training, inference, and serving.
  • Manas — Experimental local-first neural memory built in Rust.
  • Animato — Renderer-agnostic animation toolkit for Rust applications.
  • Scenix — Modular Rust-native toolkit for building 3D scenes.
  • Query Engine — SQL query engine with vectorized execution in Rust.
  • Pingora WAF — Web application firewall and proxy infrastructure project.

Learn With Us

Technical videos, source-code walkthroughs, and systems engineering projects are published on the Aarambh Dev Hub YouTube channel.

Build real systems. Understand every layer. Teach the engineering.

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  1. animato animato Public

    Professional-grade, renderer-agnostic animation library for Rust. Tweens, springs, timelines, motion paths, GPU compute. no_std-ready. Works everywhere.

    Rust 37 3

  2. aarambh-studio aarambh-studio Public

    🦀 Decoder-only LLM built from scratch in pure Rust using Candle — no Python, no PyTorch. Gated DeltaNet + sparse attention, fine-grained MoE, native video/document understanding, long-horizon tool …

    Rust 97 30

  3. scenix scenix Public

    Modular Rust-native 3D scene toolkit for native and WASM apps, powered by wgpu and animated by Animato.

    Rust 5 2

  4. manas manas Public

    Experimental self-growing local AI brain in Rust — learns facts into neural weights, never forgets, runs on your laptop CPU. No cloud. No GPU. No ML framework.

    Rust 14 6

  5. pingora-waf pingora-waf Public

    ⚡ High-performance Web Application Firewall built with Rust and Cloudflare's Pingora. Blocks SQL injection, XSS, and malicious traffic at 15K+ req/sec with <7ms latency. Production-ready with Prome…

    Rust 47 12

  6. arvik arvik Public

    Rust 2 1

Repositories

Showing 10 of 41 repositories
  • arvik Public
    AarambhDevHub/arvik's past year of commit activity
    Rust 2 Apache-2.0 1 0 0 Updated Aug 26, 2026
  • aarambh-studio Public

    🦀 Decoder-only LLM built from scratch in pure Rust using Candle — no Python, no PyTorch. Gated DeltaNet + sparse attention, fine-grained MoE, native video/document understanding, long-horizon tool agents, quantization-aware training. Scales: Tiny (25M) to Large (1.3B).

    AarambhDevHub/aarambh-studio's past year of commit activity
    Rust 97 Apache-2.0 30 0 0 Updated Aug 21, 2026
  • topcoat-todo Public
    AarambhDevHub/topcoat-todo's past year of commit activity
    Rust 1 0 0 0 Updated Aug 21, 2026
  • anu Public
    AarambhDevHub/anu's past year of commit activity
    Python 0 0 0 0 Updated Aug 15, 2026
  • animato Public

    Professional-grade, renderer-agnostic animation library for Rust. Tweens, springs, timelines, motion paths, GPU compute. no_std-ready. Works everywhere.

    AarambhDevHub/animato's past year of commit activity
    Rust 37 Apache-2.0 3 0 0 Updated Aug 2, 2026
  • llm-from-scratch Public

    Build an LLM from scratch with transformers, attention, tokenization, dataset engineering, training, alignment, inference, multimodality, agents, and a runnable PyTorch mini language model.

    AarambhDevHub/llm-from-scratch's past year of commit activity
    Python 4 Apache-2.0 2 0 0 Updated Aug 2, 2026
  • continual-learning-poc Public
    AarambhDevHub/continual-learning-poc's past year of commit activity
    Rust 1 MIT 0 0 0 Updated Aug 1, 2026
  • aarambh-voice-studio Public
    AarambhDevHub/aarambh-voice-studio's past year of commit activity
    Rust 0 Apache-2.0 0 0 0 Updated Jul 31, 2026
  • aarambh-vision-studio Public
    AarambhDevHub/aarambh-vision-studio's past year of commit activity
    Rust 0 Apache-2.0 0 0 0 Updated Jul 31, 2026
  • scenix Public

    Modular Rust-native 3D scene toolkit for native and WASM apps, powered by wgpu and animated by Animato.

    AarambhDevHub/scenix's past year of commit activity
    Rust 5 Apache-2.0 2 0 0 Updated Jul 14, 2026
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