I build reliable data extraction workflows that collect information from websites, APIs, and other online sources, then clean and structure it for practical use.

I can help with one-time scraping tasks, recurring collection pipelines, browser automation, pagination, authentication, data validation, deduplication, and export to formats such as CSV, JSON, or PostgreSQL.

Typical deliverables include:

Custom Python scraper or crawler

Structured and cleaned output

Handling for pagination and dynamic pages

Validation, deduplication, and error handling

Scheduled or API-based collection workflow

Documentation and deployment support

I focus on maintainable systems rather than brittle scripts, and I can help define the right approach when the data source or requirements are still unclear.