ScoutHire

Manual job hunting is time-intensive and untargeted - developers spend hours browsing listings that don't match their skills.

Automate the full discovery-to-report pipeline so job seekers get a curated, scored list of relevant roles.

Built a three-agent CrewAI system: a scraper agent pulls live job listings across platforms, a matcher agent scores each against the user's profile (0-100 with reasoning), and an aggregator compiles a structured report. Results stream in real time via Server-Sent Events.