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DevAime/README.md

Hi 👋

I'm Aimé Muganga, a Data Scientist with a strong interest in machine learning, web development, and quantitative finance, focused on building data-driven solutions that deliver practical and analytical impact.

About Me

I am currently pursuing a Bachelor of Science in Data Science and Analytics with a strong academic and practical interest in Data Science, Machine Learning, and Web Development. I am passionate about applying data-driven methods to solve real-world problems, particularly in the fields of finance and quantitative finance.

I am currently expanding my expertise in Deep Learning, focusing on developing intelligent and scalable analytical solutions.

Technical Skills

Programming Languages

Python Java C++ R MATLAB SQL

Tools & Technologies

Flask Power BI SQLite TensorFlow PyTorch Pandas Selenium Beautiful Soup

Areas of Interest

  • Data Science and Predictive Analytics
  • Machine Learning and Deep Learning
  • Financial Data Analysis
  • Quantitative Finance
  • Natural Language Processing
  • Web Application Development

Current Focus

  • Developing machine learning and deep learning models
  • Building data-driven web applications
  • Applying advanced analytical techniques to financial datasets
  • Strengthening knowledge in NLP and AI-driven solutions

Contact

Popular repositories Loading

  1. Thrive-Loan-Prediction Thrive-Loan-Prediction Public

    A Streamlit web application that predicts loan eligibility using machine learning (scikit-learn). Users provide personal and financial details through the web interface, and the app determines the …

    Jupyter Notebook 1

  2. Apple-stock-forecast-matlab Apple-stock-forecast-matlab Public

    Forecasting Apple (AAPL) stock prices from 5 years of Yahoo Finance data using Holt-Winters time series and a CNN model.

    MATLAB 1

  3. monte-carlo-integration monte-carlo-integration Public

    A comprehensive MATLAB graphical user interface for numerical integration using Monte Carlo methods. This tool provides an intuitive way to compute single and double integrals with real-time visual…

    MATLAB 1

  4. kes-usd-forex-timeseries kes-usd-forex-timeseries Public

    A comprehensive statistical and machine learning analysis of the Kenyan Shilling exchange rate against major international currencies (USD, EUR, GBP) using advanced time series methods and deep lea…

    Jupyter Notebook 1

  5. airbnb-nyc-data-engineering airbnb-nyc-data-engineering Public

    Data engineering project: ETL pipeline for Airbnb market analysis. Extract 34K+ listings, apply 17 transformations, create 8 BI features & visualize insights via interactive Streamlit dashboard.

    Jupyter Notebook 1

  6. Financial-risk-management-kenyan-banks Financial-risk-management-kenyan-banks Public

    This project presents a comprehensive financial risk management analysis for major Kenyan commercial banks (Kenya Commercial Bank, Equity Bank, and Co-operative Bank)

    Jupyter Notebook 1