AIHRTechSaaS
ReferPool
AI-chatbot matching platform driving network job referrals.
Year
2024
Client
Freelance
Role
Full Stack Developer
Status
Proprietary
Overview
The brief
Developed an AI chatbot-driven platform that helps job seekers find relevant opportunities and get referred by peers or professionals in their network. The chatbot collects user experience, skills, and preferences, stores them persistently, and surfaces matched roles while also enabling users to refer others, creating a community-driven referral loop.
The Challenge
Standard job boards lack a social connection, making referrals hard to coordinate. Most applicants get rejected by cold resumes with no human sponsor.
Features
What we shipped
- 01Conversational career chatbot extracting skill taxonomy
- 02Bidirectional community referral loop architecture
- 03RAG matches candidate experience vectors directly with open roles
- 04Automatic candidate dashboard and network builder
Tech Stack
Next.jsOpenAILangChainPostgreSQLRAG
Impact & Performance
4.5x Boost
Referral Rate
1k+ Users
Active Network
88%
User Retention
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