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SCOVA

Automated essay grading that makes marking faster, more consistent, and more accurate.

Year
2025
Role
Scrum Master & Developer
Stack
Python, Flask, NLP
Status
Live
Screenshot of SCOVA

Problem

Lecturers spend hours grading essays by hand, and scores drift between graders.

What I did

  • Led the team as Scrum Master: sprint planning, stand-ups, and reviews.
  • Built parts of the grading pipeline and the upload flow.

Result

Delivered 2–3× faster than the team's usual workflow.

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