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  1. MNIST MNIST Public

    MNIST digit predictor using PyTorch.

    Python

  2. ASL-Gesture-Image-Classifier ASL-Gesture-Image-Classifier Public

    Developed a deep learning image classification pipeline in PyTorch to recognise American Sign Language gestures across 29 classes (A-Z plus delete, nothing, space), achieving ~99% accuracy on a hel…

    Python

  3. String-Matching-Algorithm-Analysis String-Matching-Algorithm-Analysis Public

    A benchmark comparing the naive (brute force) and Knuth-Morris-Pratt (KMP) string searching algorithms across several scenarios to show when and why KMP wins.

    Python

  4. Mean-Reversion-Backtesting Mean-Reversion-Backtesting Public

    Backtesting a mean reversion strategy on SPY (2010-2024) using two signal methods: z-score deviation and Bollinger Bands. Two methods are compared with realistic conditions such as: transaction cos…

    Jupyter Notebook