
Benjamin Okoye developed core features for the Examguide platform, transforming it into an end-to-end assessment solution within one month. He engineered robust document processing using Node.js and Express.js, integrating OCR and PDF parsing to automate MCQ generation from diverse file types. By extending JWT session persistence, he improved user continuity and reduced authentication friction. Benjamin also refined API endpoints to ensure strict JSON compliance and introduced topic-based CBT exam scheduling powered by the Gemini API. His work included enhancing AI interaction guidelines for better student engagement. The depth of his contributions reflects strong backend, API integration, and user experience design skills.
In November 2025, Examguide advanced from foundational document processing to a capable, end-to-end assessment platform. Key features delivered include extended session persistence, robust document handling with OCR, and automated MCQ-based exam generation and scheduling. These workstreams collectively improve user experience, scalability, and assessment quality, while adhering to JSON standards and refined AI interaction guidelines.
In November 2025, Examguide advanced from foundational document processing to a capable, end-to-end assessment platform. Key features delivered include extended session persistence, robust document handling with OCR, and automated MCQ-based exam generation and scheduling. These workstreams collectively improve user experience, scalability, and assessment quality, while adhering to JSON standards and refined AI interaction guidelines.

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