Completed Personal Project

SkillBridge

AI-Powered Job & Internship Matcher for Undergraduates

Technologies Used

MERN FastAPI (AI) TailwindCSS shadcn/ui JWT Brevo Render Vercel Zod Joi Mongoose PyPDF2 Sentence-Transformers scikit-learn
SkillBridge

Project Overview

Designed and developed SkillBridge, a full-scale, industry-standard recruitment platform designed to connect Sri Lankan undergraduates with the right opportunities using AI-driven recommendations and resume intelligence.
This wasn’t just a university project - we engineered SkillBridge like a real production-level MERN system, complete with AI services, secure authentication, role-based access, dashboards, analytics, and modern UI/UX.

Role: Lead Full-Stack Developer, Team Lead & Project Manager

Key Features:

  • AI-powered job recommendations, resume parsing, skills extraction
  • Role-based access for Job Seekers, Employers, and Admins
  • Employer dashboards for job posting, candidate insights & analytics
  • Admin moderation tools & action logs for system governance
  • Secure authentication, application tracking & feedback workflows

 

My Leadership & Engineering Contributions:

  • Led a 5-member team using Agile (JIRA, sprints, code reviews)
  • Designed the system architecture (MERN + FastAPI microservice)
  • Developed all job-seeker modules + core backend services
  • Integrated AI (NLP-based resume matching, vector similarity search)
  • Deployed frontend on Vercel and backend + AI services on Render

 

Impact:
This project strengthened my real-world leadership, system design, and cross-functional engineering skills while delivering a fully functional AI-powered recruitment platform.

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Project Details

Status
Completed
Project Type
Personal Project
Created
December 2025

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