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RobaSr/README.md

👋 Hi, I'm Roba

Welcome to my GitHub! I'm a Data Science student at Boston University with a passion for applying technology to real-world impact, especially at the intersection of AI, public health, and ethical systems design.

🌱 About Me

  • 🎓 Undergrad @ Boston University | Computing & Data Science (CDS)
  • 🤖 AI + Public Health enthusiast, especially interested in how machine learning can drive equitable health outcomes
  • 💡 Past experiences:
    • IT Intern @ Charles River Associates
    • Break Through Tech AI Fellow @ MIT x Cornell Tech
    • Underclassmen Rep @ Women in Computer Science (WiCS)

🧠 Interests

  • AI for Disease Detection — using machine learning to identify patterns in medical imaging and clinical data
  • Predictive Modeling in Public Health — forecasting outbreaks, risk factors, and long-term health outcomes
  • Medical Data Science — working with EHRs, diagnostic datasets, and real-world health data
  • Deep Learning in Healthcare — exploring CNNs for imaging and NLP for medical records
  • Data-Driven Health Equity — designing tools that support accessible and inclusive care

📂 Featured Projects

Project Description Tools
🌍 Healthy Life Expectancy Prediction Predicting healthy life expectancy at birth using the World Happiness Dataset. A supervised regression problem using Gradient Boosted Decision Trees to identify key national indicators that influence long-term health outcomes. https://github.com/RobaSr/health-life-expectancy-at-birth-prediction pandas, scikit-learn, XGBoost, matplotlib
🎮 Connect Four Game* A fully playable Connect Four game with customizable board size, player vs. random AI mode, and win/tie detection logic. Built using object-oriented programming principles. https://github.com/RobaSr/connect-four-game python, OOP, game logic
📊 Public Health Dashboard (coming soon) Visualizing regional health disparities using public datasets and geospatial analysis. https://github.com/RobaSr/Public-Health-Dashboard Plotly, pandas, GeoPandas

🛠️ Tech Stack

Python • Pandas • NumPy • scikit-learn • TensorFlow • Matplotlib • Seaborn

📫 Let’s Connect!

Thanks for stopping by! 🌱

Popular repositories Loading

  1. connect-four-game connect-four-game Public

    A fully playable Connect Four game with customizable board size, player vs. random AI mode, and win/tie detection logic. Built using object-oriented programming principles.

    Python 1

  2. RobaSr RobaSr Public

    Config files for my GitHub profile.

  3. Ecornell-Airbnb-price-prediction Ecornell-Airbnb-price-prediction Public

    Trained and evaluated multiple regression models to predict Airbnb listing prices using a preprocessed dataset. Implemented individual regressors, ensemble methods. Compared performance using RMSE …

    Jupyter Notebook

  4. health-life-expectancy-at-birth-prediction health-life-expectancy-at-birth-prediction Public

    Predicting healthy life expectancy at birth using Gradient Boosted Decision Regression on the World Happiness Dataset. This regression project aims to support public health insights by identifying …

    Jupyter Notebook

  5. AI-Studio-Project AI-Studio-Project Public

    Coming Soon

  6. Public-Health-Dashboard Public-Health-Dashboard Public

    Coming soon! Visualizing regional health disparities using public datasets and geospatial analysis. Coming soon!