Overview

Edunoxel Space, a UK-based EdTech provider, was struggling to deliver personalized learning at scale due to manual course creation, generic content delivery, and limited visibility into learner progress. The developers at Bacancy have created an EdTech platform powered by LLMs that automates content creation, generates adaptive learning pathways, provides interactive AI tutoring, and tracks real-time performance. The solution is now fully capable of providing customized learning experiences, reducing manual efforts, and enhancing student outcomes and engagement.

Technical Stack

  • Python
  • FastAPI
  • TensorFlow
  • LangChain
  • OpenAI
  • React.js
  • PostgreSQL
  • AWS
  • Docker

    • Industry

    Education

  • region

    • Region

    UK

  • project-size

    • Project Size

    Non-Disclosable

Highlights

90% reduction in manual content creation

Personalized learning paths delivered to 1,800+ active learners

82% increase in learner engagement with AI tutoring

Automated assessments, performance insights, and skill mapping in real-time

Challenges & Solutions

Manual content creation and lesson standardization

  • Solution: Bacancy's developers implemented an AI-driven content creation engine using GPT-4o combined with LangChain in order to automatically create structured lesson modules, quizzes, and flashcards. A system like this ensures consistency in academics, reduces teacher dependence, and allows error-free content development at scale.

Inability to Provide Personalized Learning at Scale

  • Solution: An adaptive learning engine, using TensorFlow to analyze student performance, learning pace, and knowledge gaps, was developed. It generates personalized learning pathways and recommendations of relevant content, tuning the difficulty level to guide each student most efficiently toward their learning goals.

Low Engagement, Lack of Real-time Support

  • Solution: By leveraging Bacancy's expertise in LLM development, a GPT-4-Powered AI tutor integrated with Pinecone Vector DB provides contextual, interactive, and instant support, allowing students to ask questions, clarify their doubts, and explore topics independently to enhance engagement and retention.

Limited visibility into progress and performance

  • Solution: This design implements a real-time analytics dashboard using FastAPI and PostgreSQL, tracking learner activity, mastery levels, and overall performance. Automatic improvement reports are generated, showing knowledge gaps and recommending revision modules as students are guided through informed learning insights.

Core Features

  • AI-driven, personalized learning path creation
  • A GPT-powered virtual tutor to support students interactively
  • Automatically generated quizzes, flashcards, and lesson summaries
  • Automated insights into performance and suggested improvements.
  • no.-of-resources

    • No. of Resources

    07

  • time-frame

    • Time Frame

    January 2025 to September 2025

Experience With Bacancy

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