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Human Resources

AI-Powered Recruitment Marketplace 10,000+ Job Listings

Built a two-sided recruitment marketplace connecting job seekers with employers, featuring AI-powered matching, gig work support, and multi-city operations.

ClientHR Technology Startup
Duration7 months
Team Size5 engineers

The Challenge

The client needed a marketplace that could handle diverse job types (full-time, part-time, gig), support multiple cities, provide intelligent candidate-job matching, and integrate with WhatsApp for notifications — all while keeping costs minimal for a bootstrap startup.

Our Solution

We implemented a full-stack solution with Angular SSR for SEO-driven job listings, Node.js APIs with MongoDB for flexible job/candidate schemas, a recommendation engine using TF-IDF matching, Google OAuth + phone OTP authentication, and Chatwoot for omnichannel candidate communication.

Technologies Used

AngularNode.jsMongoDBRedisTF-IDFGoogle OAuthChatwoot

The Results

10,000+
Job Listings
Active listings within first year
100K+
Registered Users
Job seekers and employers combined
78%
Match Rate
AI-suggested matches that led to applications
500K/mo
SEO Traffic
Monthly organic page views

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