EdTech & Cloud Portals
EduFlow LMS & Automated Proctor Examination Engine
High-concurrency learning management portal for academies with timed test engine and anti-cheat locks.
Concurrent Test-Takers1,500+ Students
Grading TurnaroundInstant 0.2s
Cheating Reduction94% Decrease
The Challenge & Engineering Friction
A premier competitive coaching academy conducting weekly mock entrance exams struggled with paper test distribution and 48-hour grading turnaround delays. Transitioning to online testing resulted in widespread student cheating via browser tab switching and copy-pasting answers into search engines.
The academy needed an uncompromising examination environment capable of handling 1,500 simultaneous examinees clicking submit within the same 60-second window without crashing the server.
The Technical Solution & Architecture
ARdevlopers built EduFlow: an enterprise-grade learning management and testing platform. The frontend features an anti-cheat examination canvas that enforces fullscreen mode, detects window blur and tab switches, disables copy-paste shortcuts, and logs suspicious events to the proctoring dashboard.
The backend utilizes an event-driven Express architecture with Redis queue worker offloading to instantaneously grade multiple-choice submissions, calculate percentile ranks against cohort averages, and produce comprehensive subject-wise weakness reports.
Core Architectural Decisions
High-Concurrency Ingestion
Optimized bulk MongoDB upserts handling 1,500 test submission payloads per minute with zero lock contention.
Formula Rendering Engine
Client-side KaTeX rendering for complex chemical formulas, calculus notation, and engineering diagrams.
Role-Based Permissions
Granular permissions differentiating Student, Instructor, Exam Controller, and Institute Principal roles.
Key Engineering Features & Capabilities
Zero-latency browser examination canvas with tab-blur detection, keystroke logging, and clipboard blocking.
Automated MCQ grading engine calculating negative marking, percentile rankings, and chapter-wise score breakdowns.
Teacher administrative portal for uploading question banks with LaTeX mathematical formulas and diagram attachments.
Comprehensive student analytics dashboard displaying historical score trends, speed-per-question, and weak topics.
Automated PDF report card generation with institute branding and rank certificates.
Verified Handover Package & Deliverables
Full React SPA frontend with KaTeX rendering and anti-cheat event handlers.
Scalable Express REST API backend with rate-limiting, CORS whitelisting, and automated grading workers.
Comprehensive database migration scripts and sample question banks with 5,000+ STEM questions.
Admin training walkthrough recording and student onboarding video.
Project Specification
Industry SectorCoaching Academies & Higher Education
Client / AudiencePrivate STEM Institute (Apex Academy)
Execution Timeline3 Weeks from Prototype to Multi-Batch Exam
Deployment TargetRender High-Availability Web Cluster + MongoDB Replica Set
Engagement ModelFixed-Price Full-Stack Turnkey Build
Technologies Used
React 18Node.jsExpressMongoDB AtlasRedisKaTeXTailwind CSSDocker
