Qualify
A production job-search platform I designed and shipped end to end — onboarding, resume workflows, job discovery, and application tracking — built to help early-career candidates find and land real opportunities.
Learn moreQualify
A job-search platform that helps early-career candidates find and land real opportunities — including, quite possibly, the one that brought you here.
Qualify is a full job-search platform I designed and shipped end to end — onboarding, resume workflows, job discovery, and application tracking — built on Next.js, TypeScript, FastAPI, Python, PostgreSQL, and GCP.
The AI layer takes on the parts that are tedious by hand: resume tailoring, contact discovery, verified job recommendations, and guidance specific to each application.
Underneath is a large-scale ingestion system that reads across 70,000+ company career sites and the major ATS platforms, then deduplicates, filters, parses with LLMs, and normalizes everything into a personalized feed.
I own the whole thing in production — infrastructure, CI/CD, deployment, monitoring, and the day-to-day iteration on a live product people actually use to find work.