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Beating AI diffusion industry
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Aatricks/README.md

Hi 👋, I'm Aatricks

Computer Science Engineering Student • AI & Systems Enthusiast

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🚀 Featured Projects

  • LightDiffusion-Next
    ⚡ My flagship project — pushing diffusion model inference beyond industry standards in speed & efficiency.
    👉 Try it live on HuggingFace.

  • LightDiffusion-Original
    🧪 Original implementation of LightDiffusion, shwocasing a simple stable-diffusion inference backend in the least complex way.

  • Newelle-LightDiffusion
    📥 LightDiffusion-Next extension to Newelle permitting to generate images inline during conversations with llms.

  • LLMEdge | LLMEdge Examples
    🧠 Edge-deployed large language models: optimizing inference, handling constraints, and bringing LLM power closer to devices.

  • Novel-Scraper | EasyReader
    📚 Automated web novel, PDF and EPUB parsing and formatting with a focus on performance and clean outputs. Supporting AI chapter summaries powered by llmedge

  • Android Battery Optimization
    🔋 Research-driven tweaks & tools to extend battery life and improve mobile performance.

  • Pyscii
    🎨 CLI tool globally installed to convert images into high-quality, colorized ASCII art.

  • CChess
    ♟️ A chess engine project combining algorithmics and AI search optimization.

  • Star Notifier
    ⭐ A github star, fork and repo traffic notifier, made for stats anxious people.

  • Arch Matebook X Pro | NixOS Matebook X Pro
    🐧 Guides, configs, and scripts to automatize arch / NixOS setup on a Huawei Matebook X Pro.

  • PoSubmarine
    🌊 Radio Controlled 3D printed submarine, leveraging kalman filters for gyroscopic data, made as a school project.

  • Julia_Set
    🎨 Generative graphics / fractal explorer, implementing the Julia set with performance optimizations and visual tweaks.

  • Zed Flat Themes | VSCode Flat Themes
    🖼️ Clean, minimalist theme collection for Zed IDE and VSCode, focused on readability and clutter free design.

👉 Explore all of my projects on my Portfolio or directly on my GitHub Repositories.


💡 About Me

  • 🌱 Currently in 4th year of Computer Science Engineering
  • 👀 Passionate about Artificial Intelligence, algorithms & system optimization
  • 🎮 Fun fact: Immortal 3 #5321 EMEA on Valorant
  • 📫 Reach me at melis.emilio1@gmail.com, linkedin or Discord

🛠️ Tech & Tools I Use

python pytorch rust c java linux figma


stats

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  1. LightDiffusion-Next LightDiffusion-Next Public

    Fastest Diffusion backend, WebUI, server. Pushing implementation and discovery of optimizations techniques 🚀

    Python 45 4

  2. llmedge llmedge Public

    Library bringing native inference of gguf models and stable-diffusion on android devices, powered by llama.cpp and stable-diffusion.cpp

    Kotlin 6

  3. Android-battery-optimization Android-battery-optimization Public

    Here's a repo including diverse adb commands to maximize battery life and sot on non-rooted android

    Batchfile 53 5

  4. EasyReader EasyReader Public

    A lightweight Kotlin light novel, pdf and epub reader with offline AI summaries.

    Kotlin 1

  5. CChess CChess Public

    simple chess engine written in pure C

    C 2 1

  6. Arch-Matebook-X-Pro Arch-Matebook-X-Pro Public

    Arch setup fresh out of arch installation

    Shell 5 1