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AI-Powered User Authentication System for Online Learning Platform

themomentum.ai

Education

Securing Remote Learning Environment

Multilango, an online language learning platform, faces the challenge of verifying the identity of users in a remote learning setting. Ensuring the authenticity of users is crucial for maintaining the integrity of the learning process and preventing fraudulent access to premium content. Existing authentication methods are perceived as intrusive and disruptive to the user experience.

About the Client

Multilango is an EdTech company providing online language learning solutions for employees, focusing on flexibility and personalized learning experiences. They leverage technology to deliver interactive language courses and are committed to ensuring the authenticity of users in a remote learning environment.

Project Objectives

Implement a robust and non-intrusive user authentication system.
Reduce fraudulent access to premium language learning content.
Integrate voice recognition technology for user verification.
Maintain a seamless and interactive learning experience.
Ensure the scalability of the authentication system to support future growth.

Functional Requirements

Initial voice sample recording for user profile.
Real-time voice verification during lessons.
Probability scoring for user authentication.
Integration with video streaming platform for synchronized authentication.
Admin interface for managing user authentication settings and monitoring fraud.

Preferred Technologies

Vue.js (Frontend)

Ruby on Rails (Backend)

Custom Voice Recognition Model (ML)

Vonage Platform (Video Streaming)

HubSpot (CRM/Marketing Automation Integration - potential future integration)

Integrations Required

Vonage Platform API (Video Streaming)
HubSpot API (CRM/Marketing Automation - potential future integration)

Key Non-Functional Requirements

Scalability to handle a growing user base.
High accuracy in voice recognition with minimal false positives.
Real-time performance with minimal latency.
Secure data storage and transmission.
User-friendly interface for both students and administrators.

Expected Business Impact

Implementing this system is expected to significantly reduce fraud, enhance the security of the platform, and improve the overall user experience by providing a seamless and interactive learning environment. The project will enable Multilango to expand its user base with increased confidence and maintain the integrity of its premium content.