SYNAPSE — AI-Powered Job Matching Platform
A full-featured platform that parses resumes, matches skills, and generates hiring recommendations in seconds.
Project Overview
EduConnect is a full-featured learning management system enabling instructors to publish courses with video content, create quizzes, track student progress, and issue verified certificates. It includes Stripe payment integration, an admin analytics dashboard, and a fully responsive design.
The Challenge
The student needed to refined a technically impressive LMS that also had a polished frontend for their viva presentation. The project had to demonstrate both backend and frontend expertise while meeting strict university documentation requirements.
Resume parsing and skill extraction using llms for accurate job matching
Analyzing job descriptions to generate candidate fit scores and hiring recommendations
Building a sleek Next.js dashboard for recruiters to view candidate profiles and insights
Implementing secure authentication for recruiters analyzing sensitive candidate data
Comprehensive SRS documentation with UML diagrams, ER diagrams, and test cases for supervisor review
Our Solution
We delivered a production-ready AI-powered job matching platform using Next.js with server-side rendering, FastAPI backend, and Langgraph for LLM orchestration. The clean component architecture and comprehensive documentation made it easy for the student to explain during their viva.
Next.js App Router Architecture
Leveraged the App Router with server components for optimal performance, parallel routes for dashboards, and middleware for authentication & authorization.
Resume Parsing & Skill Extraction
Using OpenAI API to parse resumes and extract relevant skills for accurate job matching.
Job Description Analysis & Fit Scoring
Analyzing job descriptions to generate candidate fit scores and hiring recommendations using LLMs.
AI Assistant for Recruiters
Integrated an AI assistant within the dashboard to provide real-time insights and chat feature on candidate profiles.
Visual Walkthrough
Project Impact
Tech Stack
Complete Deliverables
Every project includes production-ready code, comprehensive documentation, and presentation materials — everything needed for a successful submission.
“They delivered a fully working AI job matching platform with a sleek Next.js dashboard. The SRS documentation was so detailed that my supervisor had no questions during the viva. I got an A+ without any revisions.”
Moiz Khan
Riphah International University
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