Assessment platform
Automated Evaluation System
A desktop-style exam workflow for OMR, essays, reports, and review.
Project by Akabir Abbas · Public project
The problem
Reviewing bubble sheets and essays requires repeated processing, identity checks, and report preparation.
My contribution
Python and Flask application development integrating bubble-sheet processing, barcode detection, AI-assisted essay utilities, and an Eel interface.
What I built
Combines authentication, bubble-sheet processing, barcode detection, AI-assisted essay utilities, and report generation in one operational tool.
Technologies used
Implementation outcome
The application connects authentication, assessment processing, review, and report generation in one workflow. Source code is available for technical review.
This describes the implemented functionality. Quantitative benchmarks and business-impact measurements are not published for this project.