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  1. Blending-Aviation-Gasoline-at-Jasen-Gas Blending-Aviation-Gasoline-at-Jasen-Gas Public

    Linear programming optimization model for aviation gasoline blending that maximizes revenue while satisfying feedstock availability, octane rating, vapor pressure, and production constraints.

    Jupyter Notebook

  2. Pneumonia-Classification-System-for-Chest-X-Ray-Analysis Pneumonia-Classification-System-for-Chest-X-Ray-Analysis Public

    Deep learning–based pneumonia detection system using convolutional neural networks (CNNs) trained on chest X-ray images. The notebook covers image preprocessing, CNN architecture design, model trai…

    Jupyter Notebook

  3. CIFAR-10_PCA_TSNE_AUTOENCODERS CIFAR-10_PCA_TSNE_AUTOENCODERS Public

    Explores representation learning on the CIFAR-10 dataset using PCA, t-SNE, and a hyperparameter-tuned convolutional autoencoder to compare raw pixel space with learned latent representations for vi…

    Jupyter Notebook

  4. Customer-Churn-Basic-Analysis- Customer-Churn-Basic-Analysis- Public

    Exploratory data analysis and baseline machine learning models to understand customer churn patterns and identify key factors influencing customer retention.

    Jupyter Notebook

  5. Financial-Analysis Financial-Analysis Public

    LLM-powered financial document analysis pipeline that extracts, structures, and compares key financial metrics from annual reports using PDF-to-Markdown processing and structured JSON outputs.

    Jupyter Notebook

  6. Amazon-Review-Sentiment-Analysis Amazon-Review-Sentiment-Analysis Public

    Multiclass sentiment analysis on Amazon product reviews using lexicon-based and machine learning models, including AFINN, TF-IDF + XGBoost with nested cross-validation.

    Jupyter Notebook