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Mac-Huang/README.md

Hi there, I'm Xuming Huang ๐Ÿ‘‹

Portfolio LinkedIn Google Scholar

๐Ÿš€ About Me

I'm an innovative CS undergrad at University of Wisconsin-Madison, exploring the cutting edge where AI meets Systems. My research sits at the intersection of Artificial Intelligence, Systems, and Security.

Currently advised by Prof. Remzi Arpaci-Dusseau and Vinay Banakar at The ADvanced Systems Laboratory, I'm developing LinuxGuardโ€”leveraging LLMs and RAG architectures to automate vulnerability detection in the Linux kernel.

๐Ÿ› ๏ธ Tech Stack

languages = ["C/C++", "Python", "Java", "Verilog", "Swift"]
ml_frameworks = ["PyTorch", "TensorFlow"]
systems = ["Linux Kernel", "LLVM", "WebAssembly", "x86-64"]

๐Ÿ“ซ Get in Touch

  • ๐ŸŒ Portfolio: xuming.ai
  • ๐Ÿ“ง Email: xuming [at] cs [dot] wisc [dot] edu
  • ๐Ÿ’ผ LinkedIn: xuminghuang

"Transforming bold ideas into rigorous research where AI meets low-level code"

Pinned Loading

  1. xuming.ai xuming.ai Public

    HTML 36 32

  2. algorithms algorithms Public

    C 105

  3. GPT GPT Public

    For Instruction of GPT

    Python 34

  4. Translator Translator Public

    Jupyter Notebook 2

  5. CIFAR10-Image-Classification CIFAR10-Image-Classification Public

    Machine learning methods for image classification based on the CIFAR10 dataset

    Python 4

  6. Tenant-SOS Tenant-SOS Public

    Swift 1