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  1. Heart-Disease-Classification Heart-Disease-Classification Public

    End-to-end machine learning pipeline for clinical heart disease prediction, featuring LightGBM data imputation, SMOTE, and an optimized MLP classifier.

    Jupyter Notebook

  2. UX-Articles-ETL-Pipeline UX-Articles-ETL-Pipeline Public

    Python-based ETL pipeline using BeautifulSoup and Pandas to scrape, clean, and load UX research articles into a relational SQLite database.

    Jupyter Notebook

  3. CNN-Architecture-Benchmarking CNN-Architecture-Benchmarking Public

    Comparative analysis of CNN architectures (VGG19 vs. DenseNet121) using transfer learning for binary image classification.

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  4. NLP-Cyberbullying-Detection NLP-Cyberbullying-Detection Public

    Multi-class NLP classification pipeline detecting cyberbullying. Benchmarks Bi-LSTM vs. RNN architectures and analyzes domain mismatch in GloVe embeddings.

    Jupyter Notebook