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sumeyye-agac/README.md

Hi, I'm Sumeyye 👋

📚 🏫 I earned my PhD in Computer Engineering from Bogazici University, Istanbul, Turkey, in December 2024 🎓. I'm passionate about machine learning and deep learning, with a particular focus on developing efficient AI solutions for wearable and mobile technologies. My work centers around optimizing resource usage while ensuring high-performance systems. On my profile, you'll find projects related to these areas, as well as a variety of other projects I've worked on 🌟.

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  1. object-classification-CIFAR10-tensorflow object-classification-CIFAR10-tensorflow Public

    Implementation of a 3-layer CNN for object classification using tensorflow library

    Python 2

  2. next-word-prediction-using-MLP-from-scratch next-word-prediction-using-MLP-from-scratch Public

    Implementation of a simple neural language model (multi-layer perceptron) from scratch for next word prediction

    Python 3

  3. homography-and-image-stitching-from-scratch homography-and-image-stitching-from-scratch Public

    Implemention of a python program which can stitch input images together to create a single panoramic image, called blended image

    Python 7

  4. expectation-maximization-for-gaussian-mixture-model-from-scratch expectation-maximization-for-gaussian-mixture-model-from-scratch Public

    Expectation-Maximization (EM) algorithm for Gaussian mixture model (GMM) from scratch

    Python 1 1