Assessfy Capstone Lab Advanced 6 milestones 100 marks

AI-Powered Personalised E-Learning and Adaptive Assessment Platform for Indian Academia

Branch: Information Technology Type: Industry-applied final-year Major Project Standard: Mumbai University Rev-2019 'C' Scheme (Major Project I + II) Group: up to 4 students Assessment: 6 review-based milestones (100 marks)

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

6
Milestones
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Available mentors
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Enrolled students
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Core skills
About this project

Objective: To engineer a scalable AI-driven web platform that delivers personalised learning content and adaptive assessments tailored to individual student performance in Indian educational institutions.

India's diverse educational landscape faces challenges in addressing varied student learning paces, assessment fairness, and dropout rates, especially in higher education and competitive exam preparation sectors. Traditional one-size-fits-all e-learning systems fail to cater to individual learning gaps, resulting in disengagement and suboptimal outcomes for students from different backgrounds and regions.

This project proposes the design and deployment of a cloud-native, AI-driven platform that leverages machine learning to dynamically personalise lesson sequencing, recommend remedial content, and generate adaptive assessments based on real-time learner analytics. The system interfaces with students and faculty, tracks granular progress, and continuously optimises the learning pathway using data-driven insights.

Key deliverables include a working web-based platform featuring secure user authentication, integration with popular Indian curricula (e.g., CBSE/State Board syllabi), AI-based content recommendation engine, auto-proctored adaptive quizzes, detailed analytics dashboards for educators, and deployment on a public cloud (such as AWS or Azure). The prototype will be demonstrated using real educational datasets and a live user scenario.

This solution addresses critical gaps in scalable, equitable education technology for India, offering measurable improvements in student engagement and learning outcomes. The platform is designed for integration with educational institutions and EdTech providers, ensuring real-world applicability and potential for nationwide scale-up.

Milestones
1. Synopsis & Problem Definition (Stage-I Review-1)
10 marks 21d
Submit a detailed synopsis outlining the problem scope, objectives, stakeholders, and initial feasibility; reviewed by faculty panel for relevance and clarity.
2. Literature / Market Survey & Requirement Analysis (Stage-I Review-2)
10 marks 30d
Conduct a comprehensive survey of existing EdTech and adaptive learning solutions, perform stakeholder interviews, and produce a validated requirements specification; reviewed via presentation and report.
3. System Design, Methodology & Cost Analysis (Stage-I close)
20 marks 36d
Deliver detailed system architecture, AI model selection rationale, data flow diagrams, technology stack selection, and cost-benefit analysis; assessed through design review and documentation.
4. Implementation / Fabrication of Working Model (Stage-II Review-1)
25 marks 40d
Develop and deploy the platform prototype with core modules (personalisation engine, adaptive assessment, dashboards) operational on the cloud; evaluated through live demonstration and code review.
5. Testing, Results & Validation (Stage-II Review-2)
20 marks 36d
Execute comprehensive system testing (unit, integration, UAT), collect performance metrics on real or simulated student data, and document validation results; reviewed via test reports and results discussion.
6. Report, Paper & Demonstration / Oral Defense (Stage-II final Oral & Practical)
15 marks 30d
Submit a final technical report, publishable paper, and deliver a live demonstration and oral defense to the examiner panel, including user feedback and scalability analysis.
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Upcoming sessions
SessionWindowEnrolled
AI-Powered Personalised E-Learning and Adaptive Assessmen... 11 Jun 2026 to 10 Jun 2028 0
Skills you'll learn
CapstoneFinal-year projectMajor projectInformation TechnologyRequirement analysis and stakeholder engagement for EdTech solutionsMachine learning model development for adaptive learning and assessmentCloud-native web development (frontend/backendAPI designdeployment)System integrationauthenticationand data privacy best practicesImplementation of analytics and data visualisation dashboardsTestingvalidationand user acceptance evaluationTeamworkproject managementand agile developmentTechnical documentation and academic paper writing
Tools used
PythonTensorFlow or scikit-learn for machine learningReact.js (frontend) and Node.js/Django (backend) for web developmentPostgreSQL or MongoDB for database managementAWS or Microsoft Azure for cloud deploymentOpen-educational datasets (e.g.National Repository of Open Educational Resources)RESTful API standardsGitHub for version control and collaborationJira or Trello for project management
Prerequisites
Artificial Intelligence and Machine LearningWeb Programming and Cloud ComputingDatabase Management SystemsSoftware Engineering
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