I build systems that turn the messy, manual parts of your business into hands-free assets. As an Automation Architect, my goal is simple: I make sure you never have to copy-paste data ever again.
I specialize in the "hard stuff"—the JavaScript-heavy sites, the Cloudflare blocks, and the messy raw text that standard tools can't handle. By combining Python (Playwright/Scrapy) with n8n and LLMs, I don't just scrape the web; I build live, structured databases that feed directly into your CRM or Sheets.

What I actually do for you:

Smart Scraping: I bypass anti-bots and CAPTCHAs to get the data others can't.
AI Processing: I use GPT-4o and Claude to "read" that data, cleaning and categorizing it so it’s ready for immediate use.
Full-Loop Automation: I wire everything together in n8n so your leads, pricing, or research flow straight into Slack, HubSpot, or Airtable.
I’m not just handing over a script that might break next week. I’m building a scalable, self-healing system that works in the background while you focus on high-level strategy.

My Toolkit:

Python/Playwright: For extracting data from even the most protected, complex websites.
AI Integration: Using LLMs to turn unstructured "web noise" into clean, actionable JSON.
n8n: Connecting your scrapers to your tech stack (Sheets, SQL, CRMs) for a 100% hands-off workflow.

lets get your data moving.