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Jack of all trades
🤹‍♀️
Jack of all trades
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SaniyaAbushakimova/README.md

Hi there 👋🏻

🙋🏻‍♀️ My name is Saniya

🇰🇿 I am from Kazakhstan
🎓 B.S. in Mathematics from Nazarbayev University
👩🏻‍🎓 Currently pursuing M.S. in Statistics from University of Illinois Urbana-Champaign
👩🏻‍💻 Professional interests: Data Science, Computer Vision, Multimodal Machine Learning
⚽️ Hobbies: Astrophysics, Philosophy, Psychology, Photography, Fashion

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  1. IS2AI/SpeakingFaces IS2AI/SpeakingFaces Public

    A large-scale publicly-available visual-thermal-audio dataset designed to encourage research in the general areas of user authentication, facial recognition, speech recognition, and human-computer …

    Python 82 9

  2. DDPM-From-Scratch-with-MNIST DDPM-From-Scratch-with-MNIST Public

    From-scratch PyTorch implementation of denoising diffusion models on MNIST, including time- and class-conditioned UNets. Explores generative modeling, classifier-free guidance, and visualizes the r…

    Jupyter Notebook

  3. YOLO-Style-Object-Detection YOLO-Style-Object-Detection Public

    YOLO-style object detector implemented from scratch with a custom loss function, pre-trained feature extractor, and end-to-end training pipeline on PASCAL VOC for real-time object localization and …

    Jupyter Notebook

  4. Coordinate-Based-Image-Reconstruction Coordinate-Based-Image-Reconstruction Public

    This project implements coordinate-based neural networks from scratch in NumPy to reconstruct low- and high-resolution images by mapping 2D pixel coordinates to RGB values. It explores input encodi…

    Jupyter Notebook

  5. Movie-Recommender-System Movie-Recommender-System Public

    An interactive Movie Recommender System built from scratch using collaborative filtering. It includes a Dash web app where users can rate movies and receive personalized recommendations in real-tim…

    Jupyter Notebook

  6. Machine-Learning-Algorithms-From-Scratch Machine-Learning-Algorithms-From-Scratch Public

    Built core machine learning and statistical models from scratch in Python to deepen understanding of their underlying mathematics, without using high-level ML libraries. Tech: Python (numpy, pandas…

    Jupyter Notebook