National Telecommunication Institute (NTI) – Creativa Innovation Hub, Menofia
Laptop Price Prediction Web App | Python, Streamlit, Scikit-learn, Pandas, Matplotlib
Developed an AI-powered interactive web app to predict laptop prices based on real-world data.
Implemented data cleaning & preprocessing: handled missing values, encoding, scaling, and outlier removal.
Performed Exploratory Data Analysis (EDA) with visualizations to extract insights.
Trained and compared regression models (Random Forest, Linear Regression) with performance metrics (R², RMSE).
Built an interactive Streamlit UI for real-time predictions based on user inputs.
Collaborated in a team environment and applied ML best practices.
