Reliable scrapers for hard targets — clean data, delivered on schedule.
I build data-extraction systems that handle modern anti-bot protections, logins, session management, and pagination, and deliver clean output to Excel, CSV, databases, or your API.
Recent work: a court-records extraction suite for a US legal client. It searches a public-records system by firm name, opens each matching case, keyword-matches documents, and writes structured Excel workbooks with source links — all driven from a local web dashboard the client operates themselves.
What I deliver:
1. One-off extractions: you describe the site and the fields, I deliver the dataset.
2. Repeatable scrapers: a tool you can run yourself, with a simple dashboard, config for keywords/targets, and Excel/CSV/database output.
3. Scheduled pipelines: scraping that runs on a schedule with monitoring, retries, and alerts when something changes.
Stack: Python, Playwright, Selenium, curl_cffi, BeautifulSoup, pandas — chosen per target, not one-size-fits-all.
A note on ethics: I only scrape publicly accessible data, respect applicable site terms and rate limits, and do not extract personal data for spam or resale. If your use case is grey-area, I will tell you before we start.
Milestone-based billing through Guru SafePay: sample data first, full delivery after your approval.