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Development of AI-Powered Talent Community Platform with Enhanced Matching Capabilities
  1. case
  2. Development of AI-Powered Talent Community Platform with Enhanced Matching Capabilities

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Development of AI-Powered Talent Community Platform with Enhanced Matching Capabilities

sda.company
Human Resources
Information Technology
Education

Challenges in Platform Development and Technical Debt

The client faced significant technical challenges after unsuccessful prior development attempts, including platform instability, compatibility issues, outdated codebase limitations, and the need to rebuild frontend/backend architecture to support future scalability and feature integration while maintaining continuous operations.

About the Client

US-based job search and recruiting platform connecting professionals with companies seeking talent aligned with skills and values

Project Objectives for Platform Revitalization

  • Successfully launch a stable, scalable AI-powered job matching platform
  • Resolve compatibility issues through modern technical integration
  • Rebuild frontend and reconstruct backend architecture for future growth
  • Implement advanced AI matching algorithms for personalized job recommendations
  • Establish foundation for continuous feature development and platform evolution

Core Platform Functionalities and Key Features

  • AI-Powered Talent Profile Creation with multimedia portfolio support
  • Dynamic Job Posting System with remote/part-time/full-time filters
  • Interactive Professional Community Forum
  • Employer Branding through Company Profiles
  • Direct Talent Sourcing with AI-Powered Conversation Starters
  • Gamified Candidate Evaluation Framework

Technology Stack Requirements

Modern frontend frameworks (React/Vue)
Node.js backend architecture
Cloud infrastructure (AWS/Azure)
AI/ML libraries for matching algorithms
Real-time database solutions

System Integration Needs

  • Third-party job boards
  • Payment gateway for premium listings
  • Video conferencing APIs for interviews
  • Analytics platforms for performance tracking

Operational Requirements

  • Support 3M+ annual active users
  • 99.9% platform uptime SLA
  • Enterprise-grade data security
  • Cross-device compatibility
  • Scalable cloud architecture

Expected Business Impact of Platform Relaunch

Projected to maintain 3M+ annual users, achieve 900+ successful job matches annually, generate 200+ weekly interview requests, and feature 160+ high-demand job listings. The platform will enable companies to reduce hiring cycles by 40% while increasing candidate-employer compatibility scores by 35% through AI-driven matching.

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