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LearnBridge

Student-mentor matching with integrated LMS

LearnBridge
Full Stack DevelopmentUI/UX DesignAI/ML

Overview

Student-mentor matching with integrated LMS

An intelligent student-mentor matching platform with an integrated learning management system. The platform uses ML-based matching algorithms to pair students with the right mentors based on learning goals, availability, subject expertise, and teaching style — then tracks outcomes to continuously improve match quality.

The Challenge

Students struggled to find qualified mentors for competitive exam preparation and skill-based learning. Existing platforms offered no quality control, poor scheduling, and no way to measure whether mentorship actually improved outcomes.

Our Solution

We built an intelligent matching engine with mentor verification, integrated video sessions, assignment tracking, and outcome-based mentor ratings that improve match quality over time through feedback loops.

Key Features

What We Built

ML-powered mentor matching algorithm
Integrated video sessions with screen sharing
Assignment and quiz management
Progress analytics dashboard
Mentor verification and background checks
Outcome-based rating algorithm

Tech Stack

ReactNode.jsMongoDBWebRTCRedis

Results

93%
Match Satisfaction
600+
Active Mentors
32K+
Sessions Completed

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