An AI-powered intelligence pipeline that turns three hours of manual event research into a two-minute automated run — so I spend less time hunting and more time showing up.
I'm building a presence across Atlanta's tech, cybersecurity, and investment communities — which means I need to be in the right rooms, consistently.
The problem? Finding those rooms was eating three hours every week. Dozens of sites. Inconsistent formats. Buried registration links. Stale information. Manual copy-paste into a spreadsheet.
I didn't need to work harder. I needed to build something smarter.
Traditional scrapers break on modern web apps. Playwright runs a real browser — handling Single Page Applications, lazy-loaded content, and dynamic rendering that would defeat a basic HTTP request.
Raw HTML is messy. Gemini reads it like a human would — pulling structured, clean event data from unstructured content and making judgment calls a regex never could.
No new interface to learn. The output lives in Google Sheets — filterable, shareable, and instantly familiar. The system writes to it; I use it.
Real systems fail gracefully. When API rate limits hit, the engine saves what it has, surfaces a clear diagnostic, and exits cleanly — no silent data loss, no cryptic errors.
Same intelligence. A fraction of the time. More runway for what actually matters.
This is what happens when GTM instinct meets a builder's mindset.