I've spent over 20 years in tech, tackling data extraction and AI challenges for eCommerce, TMT, and big enterprise systems. As Director of Engineering, I built platforms that took messy web data and turned it into clear business insights. I automated workflows that saved teams hundreds of manual hours and created scoring systems hitting 85%+ accuracy with custom rules. Always delivered under tight deadlines, making unreliable scraping work reliably for mission-critical operations.