Computerized Adaptive Exam Platform

Objective:

To develop a comprehensive and intelligent test preparation platform specifically designed for MCAT students. The platform will utilise AI/ML technologies to provide personalised learning experiences, adaptive assessments, and a supportive community for students preparing for the MCAT exam.



Business Challenges:



Poor Usability

Inadequate User Support

Lack of access to quality content

Poor User Engagement



Solutions:

Adaptive quizzes, tests, and mock exams in student’s zone for proximal learning engagement.

Intuitive Dashboard design to show track of student progress, quizzes or tests left incomplete.

An LMS powered e-commerce store which allows the users to purchase study material like a breeze.

Target Users:

MCAT students seeking effective and personalized test prep solutions

Technology Stack:

Frontend: React / Tailwind CSS

Backend: Django REST framework

DB: MySQL

Deployment: AWS

Integrations:

Stripe - For Payment Integration

Sendgrid - Notifications



Key Features:

• Feature 1: Computerised Adaptive Testing (CAT)
  • Implement CAT technology to deliver personalised practice tests based on individual student strengths and weaknesses.
  • Continuously adapt test difficulty based on student performance, providing an efficient and challenging learning experience.
  • Computerized adaptive testing (CAT) is a form of computer-based test that adapts to the examinee's ability level.
  • Utilizes Adaptive assessment (responding to student skill level to choose the next Item). Adaptive assessment responds to the student's knowledge level and shows different follow-on Items, based on the student's performance.
• Feature 2: SmartBank for MCAT
  • Develop a comprehensive MCAT question bank enriched with AI-powered features.
  • Utilise AI algorithms to categorise questions based on concepts, difficulty levels, and cognitive skills.
  • Enable students to filter and practice questions based on their specific needs and preferences.
• Feature 3: Performance Analytics
  • Provide detailed performance analytics to help students track their progress and identify areas for improvement.
  • Student dashboard Performance Analytics would include metrics like:
  • Readiness Score
  • Readiness Score by Content Area
  • Practice Exam Score Over Time
  • Performance History to provide personalised tests and learning paths.
• Feature 4: Full-Length Exams
  • Offer simulated full-length MCAT exams to replicate the actual testing experience.
  • Provide detailed score reports and analytics to help students assess their preparedness for the exam.
• Feature 5: Video / Lessons
  • Develop a collection of high-quality video lessons covering all MCAT topics.
  • Incorporate features such as interactive transcripts, adaptive video playback, and personalised recommendations.
  • Develop voice models and deepfakes for autonomous lecture presentations
  • Real-time voice model interaction with chat features to engage with the audience.
  • Chatbots within the chat feature, providing a sense of camaraderie and community.
  • Built-in question feature, allowing users to answer questions posed by the lecturer.
• Feature 6: Gamification
  • Implement gamification elements to enhance engagement and motivation.
  • Use rewards, badges, and leaderboards to encourage active participation and progress.
  • Challenge your pears real time to a quiz battle.
  • Leaderboard for percentage of content mastered.
  • Map of concepts to master in a step-by-step manner. Contains “locks” to prevent premature advances through the material before questions are answered correctly.
  • Anatomy Selection game - click on the body area that corresponds to the provided attribute.
  • Diagnostic & Treatment Tool - Diagnose & treat deepfake disorders and scenarios.
• Feature 7: Chatbot
  • Develop a chatbot to provide 24/7 support to students.
  • Enable students to ask questions, receive personalised feedback, and access resources through the chatbot.
• Feature 8: Notifications: Texting/Email Service
  • Implement a notification system to keep students informed about important updates, reminders, and personalised recommendations.
  • Allow students to customise notification preferences for texting and email communication.
• Feature 9: Schedule Feature
  • Provide a scheduling tool to help students organise their study sessions and track their progress.
  • Integrate with the student's calendar and provide reminders for upcoming exams and deadlines.
• Feature 10: Community/Discussion Forums
  • Foster a supportive community by creating discussion forums where students can connect with peers, share tips, and ask questions.
  • Topic-based Discussion Forums
• Feature 11: Resources Library