IPL DASHBOARD
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Created an interactive dashboard to analyze IPL data from 2008 to 2023, delivering dynamic insights into team and player performance.
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Visualized key metrics using bar charts, line graphs, and pie charts to highlight trends and comparisons across seasons.
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Incorporated slicers and hyperlinks to enable seamless filtering, navigation, and deep exploration of data.
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Leveraged Microsoft Excel to build a user-friendly dashboard that empowered cricket enthusiasts and analysts with strategic decision-making tools.
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Tech Stack: Microsoft Excel
Projects
Alzheimer's Disease Classification
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Built a machine learning pipeline to classify Alzheimer’s Disease based on clinical and imaging data.
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Performed exploratory data analysis (EDA) in R, achieving a 20% reduction in data preprocessing time.
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Applied advanced feature engineering techniques to enhance model performance, leading to a 25% increase in classification accuracy.
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Trained and validated multiple models—including KNN, Naive Bayes, Decision Trees, and SVM—resulting in an 18% average accuracy improvement.
Tech Stack: R, KNN, Naive Bayes, Decision Trees, SVM
