تفاصيل العمل

Architected and deployed an end-to-end data pipeline and predictive web application for real estate market valuation. Engineered automated web scraping scripts using Selenium and BeautifulSoup to extract and ingest live property attributes, structural features, and location indicators. Orchestrated the complete data lifecycle—from raw data extraction and ETL processing to robust feature engineering and production-grade deployment using scikit-learn and Streamlit.

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