Scholar Score
(2023)University Review Platform
Duration: 4 weeks
Synopsis
A Django web platform for university course reviews with sentiment analysis. Features secure university-email authentication, AJAX-driven infinite scroll, and dynamic sentiment coloring using NLP.
The Making Of
🎯 The Challenge
Students needed a trusted platform to share honest course reviews, but existing solutions lacked proper authentication and meaningful analysis of review sentiment.
💡 The Solution
Built a full-stack Django application with Gmail API integration for secure university-email authentication. Integrated Google Cloud NLP to analyze and visualize review sentiment with color-coded indicators. Implemented AJAX-driven infinite scroll for seamless browsing.
🚀 The Impact
Achieved High Distinction (86) for the Internet Software Platforms course. Demonstrated full-stack capabilities and API integration skills.
Key Metrics
Tech Stack (Cast & Crew)
- DjangoBackend Framework
- PostgreSQLDatabase
- Gmail APIAuthentication
- Google Cloud NLPSentiment Analysis
- JavaScriptFrontend (AJAX)
- OAuth 2.0Security
Quick Info
- Year
- 2023
- Duration
- 4 weeks
- Complexity
- Senior
- Featured
- No