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Data Scientist | AI, ML, Data Analytics | Python, SQL, Cloud Computing

Felix Stephen Aidoo

About Me

I am a data scientist passionate about leveraging AI, machine learning, and data-driven insights to solve real-world problems. I specialize in Python, SQL, and cloud computing tools to build solutions that drive impact.

Projects

📊 Forex Data Analysis & Trading Strategy

A complete data science project analyzing EUR/USD Forex trends, volatility spikes, and technical indicators. It includes outlier detection, Bollinger Bands and Moving Average Crossover strategies, volatility analysis, and backtesting — all implemented in Python. The project culminates in a comprehensive report.

📉 Customer Churn Prediction

A machine learning project using Random Forest and SMOTE to predict customer churn from a telecom dataset. Includes evaluation, feature importance analysis, and a detailed PDF report.

Customer Churn Prediction Web App

An interactive Streamlit app where users can upload customer data (CSV) and receive churn predictions using a pre-trained Random Forest model. The app also displays churn probability, feature importance, and customer-level risk segmentation.

Skills

Contact

Email: felixaidoo77@gmail.com

GitHub: Felix-Aid