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Resume.pdf👩🏫DropTrack.AI
AI-based Student Dropout Prediction and Counseling System
Overview
DropTrack.AI is an AI-driven student dropout prediction and counseling platformdesigned to identify at-risk students early and enable timely intervention. By analyzing academic, behavioral, and socio-economic indicators, the system helps institutions, mentors, and authorities take proactive steps to improve student retention and educational outcomes.
Key Features
- AI-powered student dropout risk prediction
- Role-based access for Admin, Schools, Students, Mentors, and Authorities
- Early intervention and personalized counseling workflows
- Student performance and engagement monitoring
- Mentor & counselor assignment and session tracking
- Real-time analytics dashboards for decision-making
- Secure authentication and data-driven insights
Tech Stack
Project Interface Screenshots
Admin Dashboard (Govt)
Data Visualisation
Fusion Chart Visualisation
State Authority Dashboard
Government Remidies for Dropout Students
Dropout Prediction (At State Level)
School Dashboard
Student Data Ingestion
Dropout Prediction (At School Level)
Student Profile
Student Councelling Application Page
RAG bot for Student Queries
Mentor Councelling Management Page
Connection with Dropout Student Via Whatsapp/Email
Multilingual Support