Dev Tools · 1h ago
Student Builds Open-Source Results Portal for University Using Gemini AI
A student at Mehran University of Engineering and Technology created an independent results portal that parses official PDFs using Google Gemini 1.5 Flash API. The static site, built with vanilla JavaScript and hosted on Vercel, provides instant CGPA calculations and batch rankings. The project uses a GitOps pipeline to keep hosting costs at zero while achieving sub-0.6s load times.
Meridian48 take
This is a clever, low-cost solution to a common university pain point, but its reliance on manual PDF uploads and a single developer raises questions about long-term maintenance and scalability.
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How I Built an Ultra-Fast, Programmatic Results & GPA Portal for My University (MUET) →
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