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

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.