MUET Student Builds Open-Source Results Portal With AI Parsing and Zero Hosting Cost

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A student at Mehran University of Engineering and Technology (MUET) in Jamshoro built an independent online portal to address the university's reliance on static PDF result sheets. The platform, hosted at muetresults.vercel.app, offers instant semester results, CGPA calculations, batch rankings, and an academic calendar. It uses Google Gemini 1.5 Flash to parse official result PDFs into structured JSON data, which is then committed to a GitHub-tracked CSV database and deployed via Vercel's CI/CD pipeline. The frontend is built with vanilla JavaScript, achieving a Largest Contentful Paint of under 0.6 seconds with no layout shifts. The project is open-source and operates at zero hosting cost using a fully pre-rendered, serverless GitOps architecture.

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