Data Science Projects

A collection of real-world data projects showcasing my skills in Python, SQL, automation, dashboards, and data storytelling.

About My Data Science Work

I combine technical skills in Python, SQL, and automation with real-world business experience to analyze data, build predictive insights, and create dashboards that support decision-making.
Here are some practical projects I have built for my personal development.

Restaurant Success Predictor

This project predicts restaurant success using machine learning, combining my hospitality industry expertise with data science skills. It demonstrates the complete data science workflow from data generation to business insights.

Business Question: Can we predict restaurant success based on location, pricing, operational factors, and customer feedback?

🛠️ Technologies Used

  • Python: Core programming language
  • Pandas & NumPy: Data manipulation and analysis
  • Scikit-learn: Machine learning models
  • Matplotlib & Seaborn: Data visualization
  • Statistical Analysis: Feature importance and correlation analysis
Data
model_performance_analysis
restaurant_analysis_dashboard
Full Project here
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