8000 csbanon (Carlos Santiago Bañón) · GitHub
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csbanon/README.md

Hey there, I'm Carlos.

I’m an AI/ML specialist with a passion for innovation in data science, computer vision, and natural language processing.

I currently work as a Senior AI/ML Software Engineer at USEncryption, where I develop and promote advanced solutions for secure computation on encrypted data, enabling privacy-preserving AI/ML workflows without compromising confidentiality. Alongside my professional role, I’m also an avid photographer, blending technical expertise with creative expression.

I hold both a Master of Science and a Bachelor of Science in Computer Science from the University of Central Florida. During my time at UCF, I also worked as a research assistant at the Center for Research in Computer Vision (CRCV).

In addition to my technical work, I write about the intersection of AI/ML, data science, software engineering, technology, and photography on my website, where I share insights on how emerging technologies are shaping both industries.

Here you will find some projects I've been working on throughout the years. You can also find my recent machine learning notebooks in the Notebooks repository.

Thank you for stopping by. If you’d like to work together, or just say hello, feel free to add me on social media. You can also find a bit more about my professional experience on LinkedIn.

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  1. notebooks notebooks Public

    A series of Jupyter Notebooks I've worked on throughout the years, focusing on AI/M 73CA L, data science, computer vision, and NLP.

    Jupyter Notebook 2

  2. bert-product-rating-predictor bert-product-rating-predictor Public

    The BERT Product Rating Predictor is a natural language processing model based on the Bidirectional Encoder Representations from Transformers (BERT) model developed to predict star ratings for text…

    Jupyter Notebook 7 3

  3. pdc-model pdc-model Public

    The Preferential Deletion Model with Changing in Existing Connections (PDCModel) is an extension of the discrete-time random graph generation process described by Narsingh Deo and Aurel Cami in 200…

    Java 1

  4. canny-edge-detector canny-edge-detector Public

    Canny Edge Detector is an implementation of the edge detection method defined by John Canny in 1986. 2020.

    Python 1

  5. mnist-classifiers mnist-classifiers Public

    A collection of Jupyter notebooks containing various MNIST digit and fashion item classification implementations using fully-connected and convolutional neural networks (CNNs) built with TensorFlow…

    Jupyter Notebook 4 1

  6. paper-notes paper-notes Public

    My notes from many of the papers I've come across throughout my studies in computer science

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