software engineer
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Most websites are designed for humans to read, not for businesses to use. Scraping turns that unstructured information into clean, reliable data you can actually work with—product listings, prices, leads, reviews, inventory, job posts, or whatever matters to your business. Instead of copying things by hand or relying on outdated information, you get an automated pipeline that collects, structures, and updates the data for you. The result is simple: less manual work, better visibility, and faster decisions.
Builder. Shipping products at the intersection of security, defense, and AI.