Turning difficult data sources into clean, structured datasets.

I work in web scraping and data extraction, mainly on complex websites and platforms with strong protection systems. I’ve built scrapers, automation tools, and data pipelines for e-commerce sites, marketplaces, and mobile apps.

Most of my experience is with websites protected by systems like Cloudflare, Akamai, DataDome, Imperva, PerimeterX, and Kasada. I focus on getting reliable, structured data from sources that are usually hard to work with.

I’m comfortable working with Python, Node.js, C#, Java, and other languages depending on what the project needs. I also handle browser automation, API integration, and mobile app data extraction.

The goal is simple: turn difficult data sources into clean, usable data.

Work Terms

**Work Terms**

* I only take on complex scraping projects, especially websites with strong anti-bot protection or heavy dynamic content. Simple static scraping tasks are usually not a fit.
* Project scope, requirements, and success criteria must be clearly defined before starting.
* Pricing and delivery time are agreed upfront based on complexity.
* Work is milestone-based for larger projects.
* Regular progress updates are provided on request.
* Any change in scope may adjust timeline and cost.
* Delivery includes clean, structured, and usable data or working scripts/pipelines.
* Minor fixes after delivery are included; new features are treated as additional work.
* Confidentiality is respected for all client data and projects.