AI-powered job search automation
Manually scrolling through LinkedIn job listings, evaluating fit, and applying one by one wastes hours every week. Most job seekers give up before finding the right match.
Built a Chrome extension backed by an AI pipeline. Jobs flow through multi-stage processing: scraping → filtering → AI scoring against resume → salary estimation from 4 independent sources → one-click apply with AI-generated cover letters.
LinkedIn's DOM changes constantly — built a resilient selector system with fallbacks
Rate limiting required session rotation and exponential backoff
Salary estimation needed cross-validation across Coresignal, LinkedIn, GPT-4, and an algorithmic model
Cover letter generation had to be tailored per job without sounding templated