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sssure02/README.md

✨ About Me:

Hello! I'm Sai Sravani! I'm a grad student at University of Michigan pursuing MS in Data Science. Feel free to check out my portfolio website here.

🌐 Socials:

 

πŸ’» Programming Languages:

Python R Java C++

Libraries:

NumPy Pandas Plotly

πŸ’» Tools and Databases:

MySQL PowerBI Tableau MongoDB SQLite MicrosoftOffice

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  1. SocialBuzzContentAnalysis SocialBuzzContentAnalysis Public

    Constructed an interactive Tableau Dashboard tailored to communicate key insights with internal clients effectively

  2. RetailChipsCompanyCustomerAnalysis RetailChipsCompanyCustomerAnalysis Public

    Performed affinity analysis on 200K+ transaction records, delivering sales-boosting recommendations for customer segments.

  3. PredictingCreditCardApprovals PredictingCreditCardApprovals Public

    Enhanced Logistic Regression model accuracy to 85% for credit card approval prediction through efficient preprocessing of data and implementation of grid search, as well as 5-fold cross-validation.

    Jupyter Notebook

  4. PhoneNowCallCentre PhoneNowCallCentre Public

    Developed a Power BI dashboard focusing on customer retention and churn, utilizing data from 7000 customers to provide actionable recommendations and more.

  5. DataScienceProject_Using_R DataScienceProject_Using_R Public

    Trained and compared the forecasting performance of five predictive models using RMSE (multiple linear regression, generalized least squares, KNN, Random Forest, GAM).

    Jupyter Notebook