📈 StudentPulse AI

Academic risk: Academic pillar &lt; 55, or attendance &lt; 75%, or ≥ 2 backlogs, or CGPA &lt; 6
Placement risk: Placement pillar &lt; 50, or coding score &lt; 40
High: score &lt; 55 or both flags · Medium: score &lt; 62 or either flag · Low: otherwise
Explainability: points lost per pillar = weight × (100 − pillar score); the top 3 are each student's drivers

AI-powered Student Success & Early-Warning Platform · one unified view from 7 data sources

Every Student Matters. Every Insight Counts.

⚖️ Adjust score weights

Re-normalised to 100%; everything updates live.

Prototype notice: synthetic demo data and transparent rule-based scoring, no trained predictive model. Educators should verify context before acting on any flag.