ML/AI · 2026
HireGenix
Distributed AI hiring platform with RabbitMQ workers, Qdrant vector recommendations, and automated resume parsing — ranked 3rd of 126 Final Year Projects.
The problem
Hiring pipelines stall when resume parsing, matching, and evaluation block the main API under load.
Approach
- Async worker architecture with RabbitMQ for background processing and atomic job locking.
- Vector-based job recommendations with Qdrant, AI-driven resume parsing, and automated interview evaluation reports.
- Containerized all services with Docker; MongoDB for data storage, Cloudinary for media management.
Why it matters
Background jobs run concurrently without blocking the main API, keeping the platform responsive under load.