My Projects

  1. Customer Churn Prediction

    Built a machine learning model to predict customer churn by analyzing behavioral patterns and historical data. Performed data cleaning, feature engineering, and applied algorithms like logistic regression and random forests. Evaluated model performance using accuracy metrics and visualized insights to guide retention strategies.

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  2. Sales Performance Dashboard

    Developed an interactive sales performance dashboard to monitor revenue trends, identify top-performing products, and analyze regional sales data. Utilized SQL for data extraction and Power BI for visualization, enabling real-time decision-making and performance tracking.

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  3. Sentiment Analysis of Product Reviews

    Conducted sentiment analysis on product reviews using Natural Language Processing (NLP) techniques to classify sentiments as positive, negative, or neutral. Generated visual insights with word clouds and bar charts, helping stakeholders identify areas for product improvement and enhancing customer satisfaction.

    See Analysis View Data