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Achievement: QuickdrawAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

Achievements

Achievement: QuickdrawAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

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muzakker/README.md

Hi, I'm Muzakker 👋

I'm a PhD student in Computer Science at Iowa State University, specializing in ML compiler optimization and high-performance computing. My research focuses on making machine learning workloads faster through intelligent compiler techniques.

🔬 Current Research

  • GEMM Optimization with Pacific Northwest National Laboratory using MLIR, IREE, and Triton
  • Compiler Pass Analysis for domain-specific ML optimization
  • Exploring ML-guided compilation strategies for heterogeneous hardware

🛠️ Technical Stack

  • ML Compilers & IR: MLIR (Torch, Linalg, Affine, SCF, Vector dialects), IREE, Triton
  • ML/AI Frameworks: PyTorch, TensorFlow, JAX, Hugging Face
  • Languages: Python, C++, CUDA, Java
  • HPC: OpenMP, MPI, LLVM

🎯 I'm Looking For

Summer 2026 internships in:

  • ML Compiler Optimization
  • ML Systems Engineering
  • High-Performance Computing for ML

📫 Connect With Me

Pinned Loading

  1. distributed-matmul distributed-matmul Public

    Implementation of Cannon's algorithm for parallel matrix multiplication using MPI. Features 2D process grid organization, cyclic data distribution, and comprehensive performance analysis achieving …

    C++

  2. cnn-vs-vit-cifar10 cnn-vs-vit-cifar10 Public

    Image Classification on CIFAR-10: Comparing CNNs and Vision Transformers with Efficient Fine-Tuning using DINOv2-Small

    Jupyter Notebook

  3. Docu-Query Docu-Query Public

    Spring-24: A Rag-based Project repo for COM S 579: Natural Language Processing course.

    Python 2

  4. awesome-gemm awesome-gemm Public

    Forked from yuninxia/awesome-gemm

    📚 A curated list of awesome matrix-matrix multiplication (A * B = C) frameworks, libraries and software