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1. One-Feature-Linear-Regression One-Feature-Linear-Regression Public

   This project demonstrates a simple one-feature linear regression model built with Python and NumPy. It walks through the entire process, from loading and visualizing the data to implementing linear…

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2. Multivariate-Linear-Regression Multivariate-Linear-Regression Public

   This project implements a multivariate linear regression model from scratch using Python and NumPy, and compares it against scikit-learn implementations. This walks through the entire machine learn…

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3. One-Feature-Logistic-Regression One-Feature-Logistic-Regression Public

   This project implements a very simple Logistic Regression completely from scratch using NumPy, without relying on machine learning libraries for training. The goal is to predict whether a student p…

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4. Mudra-v1 Mudra-v1 Public

   A deep learning–based image classification model that recognizes Bharatanatyam hand mudras by learning visual patterns from labeled gesture data.

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5. Music-Genre Music-Genre Public

   This project was my introduction to audio machine learning, where I explored how different audio representations affect model performance. I look forward to using this knowledge in future audio-bas…

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6. Hand-Or-Not Hand-Or-Not Public

   A convolutional neural network trained to distinguish between hand and non-hand images, enabling reliable hand presence detection in computer vision tasks.

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