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alyxz-cmg/README.md

Hey there, I'm Alexander Zhang

Computer Science & Bioinformatics @ UC Irvine | Currently @ Western Digital

I build ML-driven and full-stack applications, with a focus on bioinformatics and real-world impact.

Currently experimenting with medical imaging models, AI-assisted development workflows, and pushing performance with PyTorch and CUDA.

Tech Stack

AI/ML: PyTorch, TensorFlow, CUDA, NumPy, Pandas, Scikit-learn
Languages: Python, C++, HTML, CSS, JavaScript, Bootstrap, SQL
Frameworks & Tools: Flask, Figma, Git, Gunicorn, PostgreSQL, Kinnser Software, Render

Contact

/in/alexander-zhang · alexacz1[at]uci.edu

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  1. gorilla-alg4444 gorilla-alg4444 Public

    ML solution for the MONKEY Challenge, focusing on detecting inflammatory cells in kidney transplant biopsies. Utilizing a U-Net architecture with ResNet encoding and Gaussian Heatmap Regression to …

    Python

  2. VaibhavAttre/TurboFanMLProj VaibhavAttre/TurboFanMLProj Public

    Jupyter Notebook

  3. FlashForge FlashForge Public

    This project was originally built in 2024 and later uploaded to GitHub.

    C++

  4. NVMe-Emulator NVMe-Emulator Public

    C++

  5. Sprout Sprout Public

    An interactive tool that converts Scratch (.sb3) projects into Python and teaches the translation through AI-guided, in-code explanations.

    Python

  6. Pr0tein Pr0tein Public

    Predicting Amyloid Fibril Morphology from Monomer Sequence and Structure Using Interpretable Machine Learning

    Jupyter Notebook