Cortex — AI Training Platform

What We Offer

Every Tool Your Institute Needs

From enrollment to placement — Cortex handles the full training lifecycle with AI-enhanced workflows, real-time feedback, and intelligent analytics.

🤖

AI-Powered Assessments

Auto-graded MCQ, subjective, and coding tests with AI evaluation. Adaptive difficulty, instant feedback, and detailed performance analytics per student.

AI Grading

💻

Live Code Execution Engine

In-browser compiler supporting multiple languages (Python, JavaScript, Java, C++). Real-time output, test cases, and challenge-based coding practice.

Multi-Language

🗣️

LSRW Skill Training

Structured modules for Listening, Speaking, Reading and Writing. Exercises, evaluations, and progress tracking for communication excellence.

Communication

🏆

Student Leaderboard

Live rankings by assessment score, attendance percentage, and certificates earned. Batch-level and platform-wide views. Top-3 podium display to drive motivation.

Gamification

📋

Batch & Course Management

Flexible batch creation with enrollment management, schedule tracking, and multi-vendor assignment. Full course builder with module sequencing and access control.

Structured Learning

🎓

Auto Certificates

Branded digital certificates generated automatically on course or batch completion. Shareable links, downloadable PDF, and verifiable certificate IDs.

Auto-Generated

🔔

Announcements & Notifications

Faculty post batch-specific announcements. Real-time notification bell with unread badge, mark-all-read, and role-scoped notification feeds for every portal.

Real-Time

📊

Analytics & Reports

Student performance dashboards, batch health metrics, attendance trends, assessment score distributions, and export-ready data for management review.

Data-Driven

💼

Recruiter Portal

Dedicated recruiter access to view student profiles, shortlist candidates, review assessment scores, and coordinate placement drives — all within Cortex.

Placement Ready

🎙

Mock Interviews

Schedule interview slots, assign interviewers, and track student performance. AI-assisted evaluation with structured feedback forms and scoring rubrics.

Interview Prep

📧

Password Reset & SMTP

Secure password reset flow with time-limited email tokens. GoDaddy/Secureserver SMTP integration for transactional emails. Branded HTML templates.

Secure Auth

⚙️

Admin Control Panel

Full platform oversight — user management, batch assignments, platform settings, branding config, reports, and role-based access control for every module.

Full Control

Process

How Cortex Works

A complete journey from onboarding to placement in five intelligent steps.

1

Enroll

Admin adds students to batches; students log in to their personalized portal

2

Learn

Attend courses, practice coding, complete LSRW modules and view announcements

3

Assess

Take AI-graded assessments, coding challenges, and mock interviews

4

Rank

Climb the leaderboard, earn certificates, and unlock recruiter visibility

5

Place

Recruiters shortlist from Cortex, schedule drives, and make offers

User Roles

Five Purpose-Built Portals

Every stakeholder gets a dedicated, role-specific experience — no role confusion, no shared credentials.

⚙️ Admin

Full platform control

✓ Manage users, batches, courses, categories
✓ Configure platform settings and branding
✓ View all reports and exports
✓ Assign vendors and faculty to batches
✓ Monitor notifications and activity

🎓 Student

Personalised learning journey

✓ View courses, batches, assessments
✓ Practice coding in live compiler
✓ View leaderboard and ranking
✓ Download earned certificates
✓ Read announcements, view notifications

👨‍🏫 Faculty

Teach and assess

✓ Post batch announcements
✓ Create and manage assessments
✓ Review student submissions
✓ View assigned batch performance
✓ Issue feedback and grades

🏢 Vendor

Training partner portal

✓ Manage own batches and courses
✓ Monitor enrolled students
✓ View assessments and results
✓ Create and manage questions
✓ Access activity insights and reports

💼 Recruiter

Talent acquisition

✓ Browse student profiles and scores
✓ Shortlist and filter candidates
✓ Schedule placement drives
✓ Conduct mock interview sessions
✓ View placement analytics

Why Cortex

What Makes It Different

🤖

AI at the Core

Not just a quiz tool — assessments are designed with AI evaluation, adaptive scoring, and instant detailed feedback for every student response.

💻

No IDE Needed

The integrated code execution engine runs programs in the browser — students write, run, and debug code without installing any local tools.

🏆

Gamified Learning

Leaderboards driven by real performance data — score, attendance, and certificates. Top-3 podium and full rankings keep students motivated every day.

🗣️

Communication Skills Built-In

LSRW training is native to the platform — not a bolt-on. Institutes can deliver language and communication training alongside technical courses.

🔔

Role-Aware Notifications

Every portal has its own notification stream. Faculty announcements auto-notify enrolled students. No notification clutter across roles.

🔑

Unified Single Login

One login page for all five roles. The platform auto-detects the user's role and redirects to the correct portal — no role selection dropdowns or separate login URLs.

📊

Recruiter-Ready Placement

Recruiters get a dedicated portal to browse candidates ranked by Cortex's own data — scores, attendance, certificates — removing the need for external ATS tools.

🛡️

Enterprise-Grade Security

JWT authentication, bcrypt password hashing, rate-limited APIs, role-based access control, and secure SMTP-based password reset with expiring tokens.

Technology

Built on Modern, Reliable Foundations

Fast, scalable, and maintainable — production-tested and running live at cortex.infonexhub.in.

Backend

🟢 Node.js + Express

🐘 PostgreSQL

🔐 JWT Auth

🔑 bcrypt

📧 Nodemailer SMTP

🔄 PM2 Process Manager

Frontend

⚛️ React 18 + Vite

🎨 Tailwind CSS

🔀 React Router v6

🔷 Lucide Icons

📦 SPA Architecture

Infrastructure

🐧 Linux Server

🌐 Nginx Reverse Proxy

🔒 SSL / HTTPS

📬 GoDaddy SMTP

☁️ Deployed at infonexhub.in