I build web scraping APIs and automation solutions that turn unstructured web data into reliable business assets.

With 10+ years in software engineering, I specialize in creating scalable scrapers, lead generation pipelines, and browser automation systems for real-world business use cases.

• Business lead generation APIs
• Google Maps data extraction
• Email discovery and enrichment
• Web monitoring and change tracking
• Custom data extraction pipelines
• Browser automation workflows

• JavaScript / TypeScript
• Node.js
• Playwright
• Crawlee
• Apify Actors
• Cloud-based scraping infrastructure

Building cost-efficient, production-ready scraping APIs with a strong focus on:

• Vietnamese market data
• Local business intelligence
• B2B lead generation
• Automation for agencies and SMBs

A good scraper is not the one that works today.

A good scraper survives website changes, scales economically, and delivers reliable data every day.

I'm open to custom scraping projects, API development, and large-scale data extraction challenges.

If your data lives on the web, there's usually a way to automate it.