Healthcare System Improvement

  • Objective: Tackle disparities in South Africa’s healthcare system using data-driven solutions.
  • Tools:World Bank, DataFirst datasets
  • Outcome: Developed predictive models to forecast diseases and allocate healthcare resources efficiently, focusing on scalability, impact, and ethical considerations.

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    Web Development (Information System)

  • Objective: Enhance operational efficiency and customer service with an integrated system.
  • Technology: JavaScript, HTML, CSS, PHP, SQL
  • Highlights: Captured daily transactions and streamlined decision-making

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    Temperature Data Analysis and Modelling

  • Objective: Analyze temperature trends and predict future temperatures using real-world data.
  • Tools:IBM Linux One, Python, Jupyter, HTML, Bootstrap
  • Outcome: Forecasted minimum and maximum temperatures for preciding 3 Days with enhanced accuracy, gaining insights into climate patterns.

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    Unemployment Rate Analysis and Employment Status Prediction (1991-2022)

  • Objective: Predict unemployment trends using advanced ML techniques. Utilize socio-economic factors for predictive analytics.
  • Tools: Python, Power BI, ARIMA, Random Forest Classifier
  • Outcome: Developed models to forecast employment trends and statuses, providing valuable insights into labor market dynamics.

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