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  1. singapore-airlines-customer-reviews-sentiment-analysis singapore-airlines-customer-reviews-sentiment-analysis Public

    Analyzed airline customer reviews using NLP to uncover key drivers of declining satisfaction and deliver data-driven business improvement strategies.

    Jupyter Notebook

  2. dice-business-analytics-strategy dice-business-analytics-strategy Public

    Strategic analytics project solving demand forecasting, no-shows, and personalization challenges for DICE using data-driven solutions.

  3. decoding-earnings-narratives-sentiment-vs-stock-movement decoding-earnings-narratives-sentiment-vs-stock-movement Public

    NLP-based sentiment analysis of earnings calls, benchmarking FinBERT vs LLMs and linking narrative tone to stock market reactions.

    Jupyter Notebook

  4. film-performance-analytics-pca-clustering film-performance-analytics-pca-clustering Public

    A data-driven analysis using PCA and clustering to uncover patterns in movie success, identifying distinct audience and revenue segments to support strategic decisions in film production and market…

    Jupyter Notebook

  5. heart-disease-risk-prediction-ml heart-disease-risk-prediction-ml Public

    A machine learning project predicting coronary heart disease risk using clinical data, balancing model performance with interpretability for real-world healthcare decision-making.

    Jupyter Notebook

  6. facial-attribute-recognition-cnn facial-attribute-recognition-cnn Public

    A deep learning project using CNNs to detect facial attributes and keypoints from images, demonstrating how computer vision can be applied to real-world identity, security, and user experience appl…

    Jupyter Notebook