Hamza ShahzadBuilding at Miana · Open to work
All work
AI ProductsShipped2026

WorkFusion

AI-powered hybrid employment marketplace with RAG-based job and candidate matching.

WorkFusion landing page

WorkFusion landing page1 / 2

The product

WorkFusion unifies online freelancing and local, physical services in one marketplace. A FastAPI service turns profiles and job posts into vector embeddings so matching is semantic rather than keyword-based. Built and defended as my final year project; degree completed in 2026.

Highlights

  • Retrieval-Augmented Generation pipeline: embeddings, semantic search and similarity retrieval for matching.
  • JWT authentication with role-based access for employers and candidates.
  • Profiles, reviews and hiring workflows across a Next.js front end and Express API.

My role

Final year project

Platforms

  • Web

Stack

  • Next.js
  • Express
  • MongoDB Atlas
  • FastAPI
  • RAG

Status

Shipped · Final year project, completed

In market

No