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Bayan0708/README.md

Sebastián González Juárez

Physics Student — National Autonomous University of Mexico (UNAM)

Research Interests

Quantum Computing, Quantum Machine Learning (QML), Variational Quantum Algorithms (VQAs), Deep Learning, Artificial Intelligence, and Scientific Computing.

Professional Profile

I am a Physics student at the National Autonomous University of Mexico (UNAM) with a strong interest in the intersection of quantum computing and machine learning. I am currently conducting research at the Advanced Digital Image Processing Laboratory (LAPI), where I develop and evaluate hybrid quantum-classical models for image classification tasks using Quantum Machine Learning techniques.

My experience includes hybrid neural network architectures, variational quantum algorithms, digital image processing, and deep learning, as well as the implementation of scientific computing solutions using modern programming and computational tools. I am particularly interested in applying quantum technologies to real-world challenges in artificial intelligence and computer vision.

GitHub profile: Bayan0708

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  1. Quantum-Machine-Learning Quantum-Machine-Learning Public

    In this folder, I upload my learning about quantum computing applied to machine learning. Each project contains both the mathematical breakdown and the code. The order reflects how I developed them…

    Jupyter Notebook 1

  2. Quantum-Computing Quantum-Computing Public

    In this folder I upload various courses and projects related to quantum computing. You will find curricular courses, diplomas, and practical exercises.

    Jupyter Notebook

  3. A-Multi-Stage-Hybrid-Quantum-Convolutional-Neural-Network-for-Image-Classification A-Multi-Stage-Hybrid-Quantum-Convolutional-Neural-Network-for-Image-Classification Public

    Multi-stage hybrid quantum–classical CNN for image classification. Combines quantum convolutional layers for local feature extraction with classical convolutions for channel mixing. Evaluated on ch…

    Jupyter Notebook

  4. Facultad-de-Ciencias-Fisica-UNAM Facultad-de-Ciencias-Fisica-UNAM Public

    In this folder, I've attached several of my projects from different physics courses. Note: I hope you make good use of this material and that it helps you resolve any questions you may have. Though…

    Jupyter Notebook

  5. Neural-Networks Neural-Networks Public

    En esta carpeta muestro algunos de trabajos realizados de Redes Neuronales.

    Jupyter Notebook

  6. Machine-Learning Machine-Learning Public

    In this folder I show some work I have done regarding Machine Learning.

    Jupyter Notebook