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kduffuor/README.md

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🧾 Profile Snapshot

name = "Kwabena Duffuor Asante"
location = "Ontario, Canada"
education = [
    "BSc Information Technology Education",
    "MPhil Computer Science",
    "MPS Informatics",
    "Next: PhD in Health Informatics"
]
interests = [
    "Healthcare Analytics",
    "Machine Learning",
    "AI Governance & SaMD",
    "Responsible AI, Ethics & Data Governance",
    "Business Intelligence"
]
skills = {
    "Languages": ["Python", "R", "SQL", "Java", "C++"],
    "Data_Tools": ["Pandas", "NumPy", "Matplotlib", "Power BI", "Tableau"],
    "ML_Libraries": ["scikit-learn", "TensorFlow", "PyTorch", "Keras", "SHAP"],
    "Dev_Tools": ["FastAPI", "Docker", "GitHub Actions"],
    "Databases": ["PostgreSQL", "MySQL", "SQLite", "Firestore"],
    "Concepts": ["Predictive Analytics", "Deep Learning", "BI Dashboards", "AI Explainability",
                "Data Governance", "Privacy-Compliant AI"]
}
currently_learning = ["Health Informatics Systems", "KMP (Kotlin Multiplatform)", "Snowflake",
                     "Advanced Modeling"]

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  1. maternal-health-risk-shap maternal-health-risk-shap Public

    Maternal health risk prediction API with FastAPI, SHAP explainability, Docker, and CI/CD

    Python

  2. fetal-health-ml-analysis fetal-health-ml-analysis Public

    Machine learning-based fetal health classification system using cardiotocography data. Compares multiple algorithms (XGBoost, Random Forest, MLP, Logistic Regression) for predicting fetal health st…

    Jupyter Notebook