Automated Web Scraper and Data Pipeline
Objective: Created an automated Python-based web scraping tool to extract raw HTML data from online job boards and structure it into a clean database.
Data Engineering: Used BeautifulSoup and Requests libraries to target dynamic web...
Customer Churn Prediction (Classification)
Objective: Developed a predictive machine learning model to analyze telecom customer behavior and identify users at high risk of canceling services (churning).
Modeling & Evaluation: Implemented a Random Forest Classifier to evaluate...
E-Commerce Sales Data Analysis & Dashboard
Objective: Built a data visualization dashboard to analyze e-commerce sales performance and customer purchasing trends across various product categories.
Data Processing: Simulated and aggregated a retail dataset using Pandas, tracking...
Developed a House Price Prediction System using Python and Linear Regression to predict property prices with a 99% accuracy score.
