Project Portfolio

Intelligent learning platform serving 50K+ students with personalized STEM education

• 95% accuracy in handwritten answer evaluation
• 40% reduction in grading time for educators
• Multimodal content delivery system
• Real-time doubt resolution chatbot

Personalized learning paths for 10K+ users using behavioral analytics

• 35% improvement in course completion rates
• Real-time competency mapping
• Automated content recommendation engine
• Integrated assessment builder

Enterprise-grade question generation system producing 10K+ daily assessments

• 87% accuracy in context-aware Q&A
• Multi-format output (MCQ/Descriptive/True-False)
• PDF/Image text extraction pipeline
• API integration with LMS platforms

AI-driven assessment tool that analyzes learner deficiencies by tracking mistakes in MCQs, identifying misconceptions and stepwise errors.

• Concept-driven Modified MCQs for deeper learning
• Real-time learner behavior tracking
• Step-wise mistake identification
• Automated feedback & remediation plans

Contract analysis system reducing legal review time by 60%

• 93% F1-score in clause identification
• Automated risk assessment scoring
• Version comparison dashboard
• Compliance checker with Indian laws

State-wide portal managing 19K+ government schools

• Real-time fund tracking dashboard
• Multi-level approval workflows
• GIS-based school locator
• Automated compliance reporting

The School of Applied Learning (SoAL) platform for the Government of Punjab provides a fully dynamic, user-friendly website for 40 operational schools.

• Customizable dashboard for schools & state officials
• AI-powered chatbot for real-time assistance
• Student & teacher management system
• Interactive learning modules & announcements

Predictive system identifying at-risk students with 89% accuracy

• Early warning system 6 weeks in advance
• Feature importance analysis
• Intervention effectiveness tracking
• Automated parent notifications

Insurance premium prediction system with $2.1M annual savings

• 85% R² score on test data
• Claims fraud detection module
• Risk factor decomposition
• Production-grade model serving

Elderly care system reducing emergency response time by 40%

• Fall detection with 86.7% accuracy
• Real-time vital sign monitoring
• Automated caregiver alerts
• 60-day battery life

All-Chemi App is an innovative mobile application designed for students to interactively learn basic chemistry concepts.

• Gamified challenges & quizzes
• Interactive periodic table & chemical reactions
• Concept visualization with animations
• Real-time chemistry problem-solving