PERSONAL / AI / PROJECT
AI Web Scraper
Intelligent DOM Extraction & Automated Lead Generation Pipeline
Explore the architecture and capabilities below.
The AI Web Scraper eliminates brittle CSS selectors by leveraging LLM semantic parsers to extract structured JSON data from messy HTML layouts, ecommerce catalogs, and dynamic JavaScript single-page applications.
The problem worth solving.
Traditional web scrapers break frequently whenever target websites modify their DOM class names, nested hierarchies, or anti-bot layout patterns.
Engineered around the work.
Engineered an autonomous scraping engine that interprets webpage layouts semantically, cleans raw HTML down to actionable Markdown nodes, and generates strictly typed JSON schemas with automated proxy rotation.
What the system makes possible.
- 01
Data Pipeline Architecture
- 02
Headless Browser Cluster
- 03
Semantic Extraction Engine
- 04
Queue Optimization
Under the surface.
- 01
Headless browser pool with stealth fingerprint masking and residential proxy rotation
- 02
DOM simplification algorithm reducing HTML payload size by 85% before AI inference
- 03
Structured output enforcement using Zod schemas and automatic retry validations
- 04
Asynchronous BullMQ worker queue processing thousands of concurrent URL targets