Case Study
Smart Portal — Empowering Job Seekers & Students
A startup founder came to us with a vision: a single portal that aggregates jobs and internships while also connecting students with home-tuition opportunities. We built a fast MERN web app with reliable web-scraping via Puppeteer, advanced filters, a resume builder with templates, and a lightweight tutoring marketplace,turning scattered opportunities into a single, actionable feed.
Overview & Goal
Build a dynamic web app that consolidates jobs/internships from multiple sites, simplifies discovery with robust filtering, enables quick applications, and adds a student–tutor connection feature,all in one portal.
- Aggregated job & internship data into a single searchable feed
- Advanced filters (role, location, experience, posted date)
- Built-in CV/resume generator with ready-to-use templates
Execution
We designed a lean, responsive UI and implemented reliable scraping/aggregation with Puppeteer, then modeled the data for fast queries and clean UX.
- Stack: React (Vite) + Node/Express + MongoDB (MERN)
- Scraping: Puppeteer pipelines for Indeed & Rozee with normalization
- Feature add-ons: resume builder, saved jobs, tutoring connections
Results
The portal turned scattered opportunities into an actionable, personalized experience that users return to,supporting both job search and tutoring income.
- Daily automated ingestion keeps listings fresh and relevant
- Improved job-detail UX increased external apply CTR
- Resume builder adoption drove consistent monthly exports
