Manual copy-paste and fragile scripts break as volume grows or pages change. I build scrapers and browser automations that keep running, with clean, validated data delivered where your team needs it.

Scrapers in Python (Playwright, Selenium, BeautifulSoup) or Node.js (Puppeteer, Cheerio)

Rotating proxies (Bright Data, SmartProxy), logged-in sessions and retry handling

Structured parsing with schema validation, so bad rows never reach your data

Delivery to CSV, PostgreSQL, BigQuery, Snowflake or S3, on a schedule

Monitoring that alerts you when a site changes

Top Rated Plus on Upwork with 90+ contracts and a 5.0 rating

Automotive service-manual scraper for documentation extraction (built for a client)

Corporate data scraping platform with NLP-based ESG scoring (built for a client)

Brand-mention scraping with GPT-4o sentiment scoring in a dashboard (built for a client)

Van Data Team production pipelines run 1M+ pages a month with about 99.9% extraction success

Timeline: 2 to 6 weeks to production for one to five sources. A single-site scraper is often faster.

Competitor price monitoring and ecommerce product scraping

Marketplace listings and review data extraction

B2B catalogue and company data extraction

Browser automation for repetitive web tasks with Playwright or Puppeteer

Scheduled data feeds into your warehouse, Google Sheets or dashboards

Pricing: the starting price covers a 2-week build of one production scraper with validated output. More sites, logins or higher volumes expand to your requirements.