Hussein Khateeb

• Built automated web scraping pipelines that collected 50, 000+ training samples across 10+ sources,
reducing manual data collection time by ~80%.
• Cleaned, normalized, and structured datasets using Pandas/NumPy, preparing them for ML model
training and reducing preprocessing errors by ~30%.
• Identified and resolved recurring pipeline inconsistencies, improving overall data pipeline reliability
and repeatability.