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emanzahrashah/README.md

Hi, I'm Eman Zahra

Data Scientist | Mathematics Graduate | IBM Data Science Professional Certificate

I build data science projects using Python, machine learning, and real-world datasets.

Featured Projects

SpaceX Falcon 9 Launch Success Prediction

Machine learning models predicting Falcon 9 first-stage landing success.

Tools: Python, Pandas, Scikit-learn, Plotly

Repository: https://github.com/emanzahrashah/SpaceX-Falcon9-success-Analysis

Airbnb vs Hotel Industry Impact Analysis

Analyzing the relationship between Airbnb growth and hotel industry wages across U.S. cities.

Tools: Python, Pandas, Data Visualization, Dash

Repository: https://github.com/emanzahrashah/Airbnb-vs-Hotel-Industry-Impact-Analysis

COVID-19 Policy Impact Analysis

Time-series analysis evaluating the effect of stay-at-home orders on infection trends.

Tools: Python, Pandas, Matplotlib

Repository: https://github.com/emanzahrashah/covid19-policy-impact-analysis

GitHub Repository Self-Analysis (AI Project)

Clustering and AI-based analysis of repository structures using machine learning and local LLM models.

Tools: Python, KMeans, Data Analysis

Repository: https://github.com/emanzahrashah/github-self-analysis

Technical Skills

Python
SQL
Machine Learning
Data Visualization
Pandas
NumPy
Scikit-learn
Matplotlib
Plotly

Links

LinkedIn: https://www.linkedin.com/in/eman-zahra-data-scientist
GitHub Portfolio: https://github.com/emanzahrashah

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  1. emanzahrashah emanzahrashah Public

    Config files for my GitHub profile.

  2. github-self-analysis github-self-analysis Public

    AI-powered analysis of personal GitHub repositories using data science techniques, KMeans clustering, and local LLM comparison (Phi-3 & Mistral).

    Jupyter Notebook

  3. hiring-bias-fairness-analysis hiring-bias-fairness-analysis Public

    An end-to-end data science project analyzing bias and fairness in an AI-based hiring model, including EDA, machine learning, fairness metrics, and an interactive Dash dashboard.

    Jupyter Notebook

  4. Airbnb-vs-Hotel-Industry-Impact-Analysis Airbnb-vs-Hotel-Industry-Impact-Analysis Public

    End-to-end data science project analyzing Airbnb growth and hotel industry wages across major U.S. cities with an interactive Plotly Dash dashboard.

    Jupyter Notebook 1

  5. SpaceX-Falcon9-success-Analysis SpaceX-Falcon9-success-Analysis Public

    End-to-end data science project analyzing SpaceX Falcon 9 launch data using API collection, web scraping, geospatial mapping, machine learning models, and an interactive dashboard.

    Jupyter Notebook

  6. covid19-policy-impact-analysis covid19-policy-impact-analysis Public

    Exploratory data analysis and visualization of COVID-19 case trends at the county level to understand the impact of stay-at-home policies using Python.

    Jupyter Notebook