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amoakoh22/README.md

👋 Hi there! I'm Samuel Amoakoh

Welcome to my GitHub space! I'm a Mathematics Graduate and a Certified Data Scientist who is passionate about leveraging mathematics, data science, and machine learning to solve real-world challenges.🚀

🌟 Current Role
I'm currently serving as a National Service Personnel (NSP) at the Ministry of Environment, Science, Technology, and Innovation (MESTI), contributing to environmental sustainability initiatives and policy analysis.

💼 Notable Achievements

  • Research Project: Successfully completed my thesis titled "Investigating factors Affecting household e-waste Generation in Tarkwa Using Machine Learning Models."
    • Designed and validated questionnaires using KoboToolbox to investigate disposal practices and improve e-waste management.
    • Applied statistical and machine learning models for data analysis.
  • Contributed to projects that bridge environmental sustainability and data-driven solutions.

💡 My Toolkit & Expertise

🔍 Data Analysis & Visualization

  • Python 🐍 | R 📊 | SPSS | Excel 📈
  • Skilled in cleaning, exploring, and modeling datasets to uncover actionable insights.

📜 Questionnaire Design & Validation

  • Platforms: KoboToolbox, JotForm, Google Forms, ODK
  • Developed and validated community-level questionnaires for large-scale surveys.

🤖 Machine Learning & Statistical Modeling

  • Algorithms: Regression, Decision Trees, Neural Networks, and Clustering
  • Tools: Scikit-learn, TensorFlow, and tidyverse.

🌱 Sustainable Waste Management

  • Applying advanced analytics to environmental and policy challenges.

💬 Let’s Collaborate!

I’m always looking to connect and collaborate on exciting projects, especially in:

  • Financial Analytics
  • AI/ML Applications
  • Statistical Modeling
  • Environmental Sustainability

📫 Reach me at:

🌟 "Mathematics is the poetry of logical ideas." – Albert Einstein

Let’s solve problems, one equation, one dataset, and one insight at a time! 🚀

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  1. Advanced-Insights-and-Practical-Guide-to-ARCH-Testing- Advanced-Insights-and-Practical-Guide-to-ARCH-Testing- Public

    A detailed exploration of ARCH testing with mathematical insights and R code implementation.