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AI-Powered Profile Automation System for Talent Marketplace

miquido.com

Information technology

Business services

Challenges in Profile Completion and Infrastructure Scaling

Existing multistep forms caused user drop-offs and required manual employee intervention. Rapid growth necessitated infrastructure scaling to handle increased data volume while maintaining system reliability. Need for an independent AI system to enable future scalability and adaptability.

About the Client

A top development marketplace connecting companies with vetted development agencies and specialists globally

Key Project Goals

Accelerate agency/developer profile completion by 90-95%
Reduce manual data entry requirements
Implement scalable backend infrastructure
Create standardized profile formats
Enable seamless AI integration with existing systems

Core System Functionalities

Document upload interface for resumes/case studies
AI-powered data extraction from unstructured documents
Automated profile generation matching form fields
Real-time progress tracking dashboard
Integration with existing talent database

Technology Stack

Python

GPT (Large Language Models)

RabbitMQ

DrAIve framework

System Integrations

OpenAI API
Existing backend services
Document storage systems

Non-Functional Requirements

Horizontal scalability for 10x growth
99.9% system availability
Data encryption and GDPR compliance
Response time under 2 seconds for 95% requests

Business Impact Projections

3-week implementation timeline with immediate efficiency gains. Enables faster talent onboarding (90-95% reduction in profile creation time), standardized data quality, and scalable infrastructure supporting exponential growth. Reduces manual errors by 80% while maintaining 98% match accuracy for client-agency pairings.