About
I co-founded Klarai, an AI-powered SEO & AEO audit platform that replaces what agencies charge hundreds for. Paste a URL, get a full audit in under 60 seconds, grounded in live data, not templates. Built on FastAPI and Gemini 2.5 Flash, shipped from scratch. Live, free, handling real users. Before Klarai, I built the FGEI Letter Generator, a document automation system for a federal government institution. A formatting problem that turned into raw XML manipulation and production deployment on Render. I work as an AI Training Contributor at Invisible Technologies, evaluating LLM outputs, thinking about where AI gets things right, and where it quietly gets things wrong. Right now I'm focused on building defensible ML projects and closing the gap between academic knowledge and production.
