: AI-Powered Online Exam Proctoring and Cheating Detection System
PinsoutEducation Technology / Ai & Ml / Online Assessment / Edtech SecurityProject Objectives:
Develop an AI-based online exam system that monitors students via webcam to detect suspicious activities, ensuring academic integrity during online assessments.
Project Tasks:
Design database for exams, questions, and student information.
Implement secure login for students and instructors.
Integrate webcam monitoring and image/video preprocessing.
Apply ML models to detect cheating patterns (eye movement, multiple faces, device usage).
Automate alert generation for suspicious behavior.
Generate detailed exam and behavior reports for instructors.
Test accuracy and reliability under simulated exam conditions.
Design an intuitive interface for exam-taking and proctoring.
Document software architecture, AI workflow, and system usage.
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
SQL & Database ManagementArtificial Intelligence & Machine Learning ConceptsWeb Security & Authentication Protocols (Mfa, Oauth, Saml, Jwt)Computer Vision & Image/Video ProcessingWeb Development / Front-End Design
