8000 A1SHWARYANAYAK (Aishwarya Nayak) · GitHub
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A1SHWARYANAYAK/README.md

Hi there 👋

I'm Aishwarya Nayak

👩 A little about me ...

💬 Ask me about ...

  • Generative AI/ LLMs
  • Software Development & Deployment
  • Data Science
  • Machine Learning

📫 How to reach me:

Email or LinkedIn

See My Portfolio here!

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  1. Neural-Networks-from-Scratch Neural-Networks-from-Scratch Public

    This repository implements fundamental neural network architectures (linear/logistic regression, MLP, CNNs) using PyTorch. It includes a from-scratch 2D convolution operation and explores technique…

    Jupyter Notebook 1

  2. Recurrent-and-Graph-Neural-Networks Recurrent-and-Graph-Neural-Networks Public

    This repository implements recurrent and graph neural networks from scratch using PyTorch. It covers LSTM and GRU models for image classification on FashionMNIST, and a 2-layer GCN for node classif…

    Jupyter Notebook 1

  3. Sentiment-Analysis-for-Social-Media-Engagement-Optimization Sentiment-Analysis-for-Social-Media-Engagement-Optimization Public

    Conducted a comprehensive sentiment analysis of news titles and headlines across major social media platforms, utilizing machine learning models to predict social media engagement.

    Jupyter Notebook 1

  4. Enhancing-Respiratory-Disease-Diagnosis-with-Predictive-Modeling Enhancing-Respiratory-Disease-Diagnosis-with-Predictive-Modeling Public

    A data-driven project aimed at enhancing diagnostic accuracy for respiratory diseases, including COPD, using the Exasens dataset.

    1

  5. Machine-Learning-Project-on-Heart-Disease-Detection Machine-Learning-Project-on-Heart-Disease-Detection Public

    A beginner level machine learning hands-on project on a structured data in the form of a .csv file to predict/detect heart diseases amongst people based on different criterion passed as inputs.

    Jupyter Notebook 1 1

  6. Implement-A-Basic-Decision-Tree-Algorithm-To-Classify-Instances-Of-The-Iris-Dataset Implement-A-Basic-Decision-Tree-Algorithm-To-Classify-Instances-Of-The-Iris-Dataset Public

    Implement A Basic Decision Tree Algorithm To Classify Instances Of The Iris Dataset

    Jupyter Notebook 1

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