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amoakoh22/README.md

πŸ‘‹ 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.πŸš€

🌟 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.

πŸ’Ό 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.

πŸ’‘ My Toolkit & Expertise

πŸ” Data Analysis & Visualization

  • Python 🐍 | R πŸ“Š | SPSS | Excel πŸ“ˆ
  • Skilled in cleaning, exploring, and modeling datasets to uncover actionable insights.

πŸ“œ Questionnaire Design & Validation

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

πŸ€– 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.

πŸ’¬ 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

πŸ“« 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! πŸš€

Pinned Loading

  1. rag-chat-with-multiple-pdfs rag-chat-with-multiple-pdfs Public

    PDF Chatbot built with LangChain, ChromaDB, and Hugging Face Transformers. Enables users to upload multiples PDF files (up to 5) and ask questions about their content.

    Jupyter Notebook

  2. Create-LLM-Dataset Create-LLM-Dataset Public

    Jupyter Notebook

  3. XAUUSD-PCP-Trading-Model XAUUSD-PCP-Trading-Model Public template

    This project uses a Sequential Neural Network (SNN) to identify Bullish and Bearish PCP patterns in EURUSD 15-minute candlestick data for Forex trading.

    Jupyter Notebook

  4. sa_ghana_oil_boom_or_bust sa_ghana_oil_boom_or_bust Public

    Predict Ghana's crude oil future! ⛽️ This repo uses time series analysis (ARIMA/SARIMA) to forecast production & consumption trends based on historical data. Explore scripts, analysis, & visualizat…

    Jupyter Notebook

  5. Forex-Pairs-Correlation-Analysis Forex-Pairs-Correlation-Analysis Public

    Comprehensive correlation analysis of XAUUSD, BTCUSD, and major forex pairs using Python, statistical insights, and visualizations for financial analytics

    Jupyter Notebook

  6. 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.