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Lionwoood & Decking Lionwood | (2025)

Professional website development, featuring SEO optimization and API integration.

Tools: HTML, CSS, Bootstrap, JavaScript
API: Calendly, Google Maps

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Full-Stack Dev

Freelance

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Jusaqua Prepared Water Jusaqua | (2024)

Web Development for a water purification company based in Makhanda and neighboring towns.

  • Technologies: Python, Power BI, NumPy
  • Features:
    ✔️ Predicted disease trends using machine learning
    ✔️ Designed data-driven solutions to improve healthcare efficiency.

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    Full-Stack Dev

    Freelance

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    Healthcare System DIRISA | (2024)

    Developed predictive models to forecast diseases and allocate healthcare resources efficiently.

  • Technologies: Python, Power BI, NumPy
  • Features:
    ✔️ Predicted disease trends using machine learning
    ✔️ Designed data-driven solutions to improve healthcare efficiency.

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    Healthcare Analytics

    AI for Social Good

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    S.A Temperature Analysis DIRISA | (2024)

    Built machine learning models to forecast minimum and maximum temperatures for the next three days based on past climate patterns.

  • Technologies: MATLAB, Python
  • Features:
    ✔️ Conducted Exploratory Data Analysis (EDA) on climate data.
    ✔️ Predicted minimum and maximum temperatures for the next three days.

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    Climate Analytics

    Data Science

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    Employment Status DIRISA |(2024)

    Built a classification model to predict an individual’s employment status using machine learning.

  • Technologies: Python, Random Forest Classifier
  • Features:
    ✔️ Built a predictive model to classify employment status.
    ✔️ Provided insights into labor market trends.

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    Predictive Analytics

    Data Science

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    Assessment Skill MeterTelkom | (2024)

    Real-time assessment platform to bridge the skills gap by providing instant feedback, personalized learning recommendations, and progress tracking.

  • Technologies: Python, JavaScript, AI, HTML, CSS
  • Features:
    ✔️ Assesses competencies as users engage in tasks.
    ✔️ Helps in identifying job-ready candidates.

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    AI-Based Learning

    EdTech

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    Unemployment in Youth DIRISA | (2024)

    Developed machine learning models to forecast South Africa’s youth unemployment rates.

  • Technologies: Python, Power BI, NumPy
  • Features:
    ✔️ Developed forecasting models to analyze unemployment trends.
    ✔️ Identified key factors influencing the job market.

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    Economic Modeling

    Data Science

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    Unemployment Rate DIRISA | (2024)

    Analyzed historical employment data and applied machine learning models to predict future unemployment rates.

  • Technologies: Python, Power BI, ARIMA, Random Forest
  • Features:
    ✔️ Cleaned and preprocessed historical employment data.
    ✔️ Applied ML models to forecast unemployment trends.

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    Machine Learning

    Data Science

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    Storm Shield IBM-Z | (2024)

    Developed a machine learning system to predict extreme weather events and assess their impact on water and sanitation infrastructure in South Africa.

  • Technologies: IBM Linux One, Python, JavaScript, HTML, CSS
  • Features:
    ✔️ Evaluates effects on water availability and sanitation.
    ✔️ Predicts real-time weather conditions & sends alerts.

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    Sustainability

    Data Science