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Web Development · Major Project

AI Job Portal with Smart Recommendations

Job board that matches a seeker's resume to the roles that fit it

3-4 weeks build

Overview

A job board built for the person looking for work. Seekers upload a resume, the portal extracts their skills and ranks open roles by semantic fit, and each match shows which skills line up and which are missing, with learning links for the gaps. Employers post jobs and manage applications through a simple dashboard.

What makes it stand up

  • 01Resume upload with skill and experience extraction
  • 02Embedding-based ranking of jobs for each seeker
  • 03Skill-gap view on every recommended role
  • 04Saved searches and new-match email digests
  • 05Employer job posting and application tracking

Module breakdown

  1. 01

    Seeker profile

    Resume parsing, editable skills and preferences.

  2. 02

    Job board

    Search, filters by location, salary and experience.

  3. 03

    Matching service

    Sentence embeddings with a skills-overlap score.

  4. 04

    Skill gaps

    Missing skills per role with suggested resources.

  5. 05

    Employer console

    Posting, applicant list and status updates.

After this, you will be able to

  • Explain how semantic matching differs from keyword search
  • Defend how the skill-gap view is computed
  • Demo a resume upload producing ranked, explained matches

Technology stack

  • Next.js
  • Node.js
  • MongoDB
  • Python
  • FastAPI

Complete kit

₹7,599₹12,899
-41%

Delivered in under 48 hours

Level
Major Project
Domain
Web Development
Build time
3-4 weeks
Difficulty

You receive

  • Complete, commented source code
  • 60-90 page project report (IEEE format)
  • Editable presentation deck
  • Architecture, ER and UML diagrams
  • Local setup and deployment guide
  • Sample dataset or seed data
  • Viva question bank with answers
  • One 45-minute walkthrough call
  • 30 days of doubt-clearing support
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