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Technologies Involved:
PYTHON
Area Of Work: Machine Learning
Project Description

An emerging edtech startup aimed at transforming test preparation through gamification and AI approached Oodles for a scalable and interactive solution. The client wanted to integrate real-time feedback, speech-based learning, and global performance ranking to enhance student engagement. A powerful, AI-enabled platform was built using Django REST and Azure AI Studio, tailored to these unique learning needs.
Scope Of Work

The client needed an intuitive platform with the help of Oodles to offer speech-based test prep and live feedback while tracking learner performance globally. The challenge was to combine real-time AI interaction with reliable backend processing. The scope included backend architecture setup, Azure AI integration, speech-to-text features, feedback loops, and global ranking systems to foster engagement.
Our Solution

To address the client’s requirements, the platform was architected using Django REST Framework on Python 3.10.12, ensuring reliability and rapid API development. Azure AI Studio was integrated to power speech-to-text and text-to-speech capabilities, alongside real-time feedback generation.

Key Features Delivered:

  • Real-Time Feedback Engine: Instantly responds to user inputs, enhancing learning outcomes dynamically.
  • Speech Recognition and Voice Response: Converts spoken queries into text and delivers voice-based instructions using Azure Cognitive Services.
  • Global Ranking System: Tracks and displays user performance to promote healthy competition.
  • Secure & Scalable Backend: Built on Django REST with Python 3.10.12, the backend supports consistent performance across high traffic volumes.
  • Azure Deployment: Azure Cloud ensures enterprise-grade scalability, availability, and AI capability.

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