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Accenture
- Meerut
- http://www.linkedin.com/in/niharika-saini-data
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Hr_attrition_risk_dashboard
Hr_attrition_risk_dashboard PublicML-powered dashboard that predicts employee attrition risk, explains the top 3 drivers per employee using SHAP, and converts risk into dollar cost — built end-to-end with Python, MySQL, and Power BI.
Jupyter Notebook
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Salary-Analysis
Salary-Analysis PublicDoes experience or skillset predict developer salary more? SQL + statistical modeling on 4,600+ real survey responses.
Jupyter Notebook
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Customer_shopping_behaviour_analysis
Customer_shopping_behaviour_analysis PublicAnalysis on Retail Customer Behavior and Shopping Trends dataset
Jupyter Notebook
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Atliq_mart---Supply-Chain-Analysis
Atliq_mart---Supply-Chain-Analysis PublicAnalysis of Atliq Mart, a FMCG manufacturer company, currently facing a problem where a few key customers have not extended their annual contracts due to service issues.
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titanic-survival-prediction
titanic-survival-prediction PublicDecision tree classifier predicting Titanic passenger survival, built from scratch - covers EDA, leakage-safe feature engineering, and hyperparameter tuning with GridSearchCV. Kaggle: 0.74 accuracy.
Jupyter Notebook
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HR_Attendance_dashboard
HR_Attendance_dashboard PublicHR analytics dashboard focused on employee attendance trends, leave behavior, and data-driven insights
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