CE-2023-027 · Civil Engineering
shakib.hasan@student.university.edu
Current GPA
2.08
Attendance
52%
Assignment average
44%
Quiz average
47%
Midterm score
40%
GPA movement over the last six months.
Current standing and contributing factors.
Risk level
Demonstration values generated from mock academic indicators.
Predicted performance: High academic risk
Confidence: 86%(demo)
Advisory text for academic staff. Not a live model output.
Issue a formal early-warning notice. Require studio attendance and a recovery timetable for missed structural analysis submissions.
Structural Analysis
CE 220
Studio attendance has remained below 55% for three consecutive weeks.
Attendance · 16 Aug 2026