👋 Hi, I'm Samama Shabbir

💡 Data Scientist passionate about turning raw data into actionable insights and building intelligent solutions.
🎓 Completed IBM Data Science Professional Certificate.
📊 Skilled in Python, SQL, Machine Learning, Data Visualization, and Predictive Modeling.
🚀 Always exploring new ways to apply data science to solve real-world problems.

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🔧 Skills

• Programming & Tools: Python, SQL, Pandas, NumPy, Scikit-learn, Matplotlib, Plotly, Dash
• Techniques: Data Cleaning, EDA, Data Visualization, Supervised & Unsupervised ML, Feature Engineering
• Other: Business Insights, Statistical Analysis, Predictive Modeling

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📂 Featured Projects

🔹 Churn Prediction (ML Model)

• Built a supervised ML model to predict customer churn.
• Techniques: Logistic Regression, Random Forest, Feature Engineering.
• Impact: Helped identify at-risk customers with high accuracy.

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🔹 Online Retail EDA

• Analyzed e-commerce transactions to uncover revenue-driving trends.
• Techniques: Data Cleaning, EDA, Customer Segmentation.
• Impact: Identified seasonal patterns and top-performing products.

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🔹 Uber Ride Analysis (Python + SQL)

• SQL queries + Python analysis to study ride frequency & customer behavior.
• Techniques: SQL Joins, Aggregations, Visualizations.
• Impact: Discovered peak demand hours and operational insights.

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🔹 Student Mental & Physical Health (EDA + Dash)

• Interactive dashboard analyzing lifestyle impact on student health.
• Tools: Plotly, Dash, Python EDA.
• Impact: Highlighted key factors influencing stress & health.

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🔹 Personalized Energy Saving Recommendation System

• Supervised ML system that recommends energy-saving actions.
• Techniques: Regression Models, Feature Engineering, Evaluation.
• Impact: Provided actionable recommendations for reducing energy usage.

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📜 Certifications

• IBM Data Science Professional Certificate

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📫 Connect With Me

• 💻 GitHub
• 📧 Email: samamashabbir125@gmail.com